# Awesome_Information_Extraction
**Repository Path**: colinsong2021/Awesome_Information_Extraction
## Basic Information
- **Project Name**: Awesome_Information_Extraction
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No
## Statistics
- **Stars**: 0
- **Forks**: 0
- **Created**: 2021-11-19
- **Last Updated**: 2021-11-19
## Categories & Tags
**Categories**: Uncategorized
**Tags**: None
## README
[](https://github.com/wutong8023/Awesome_Continual_Learning.git) [](https://github.com/wutong8023/Awesome_Few_Shot_Learning.git) [](https://github.com/wutong8023/Awesome_Information_Extraction.git) [](https://github.com/wutong8023/Awesome_Ideas.git)
# Information Extraction Literature
This repository is maintained by [Tongtong Wu](http://wutong8023.site). Please don't hesitate to send me an email to collaborate or fix some entries (wutong8023 AT gmail.com).
The automation script of this repo is powered by [Auto-Bibfile](https://github.com/wutong8023/Auto-Bibfile.git).
You can directly use our bibtex.bib in overleaf with this [link](https://www.overleaf.com/read/rgscdxhxbwhp).
This page categorizes the literature by the **Published Venue**.
## Outline
- [](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./README.md#hyperlink)
- [](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./README.md#acl)
- [](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./README.md#emnlp)
- [](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./README.md#naacl)
- [](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./README.md#coling)
- [](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./README.md#eacl)
- [](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./README.md#aacl)
- [](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./README.md#icml)
- [](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./README.md#iclr)
- [](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./README.md#neurips)
- [](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./README.md#ecml)
- [](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./README.md#sigir)
- [](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./README.md#kdd)
- [](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./README.md#aaai)
- [](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./README.md#ijcai)
- [](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./README.md#ecai)
- [](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./README.md#www)
- [](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./README.md#tacl)
- [](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./README.md#acm-comput.-surv.)
- [](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./README.md#nuse-naacl)
- [](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./README.md#arxiv)
## Hyperlink
- [[Overview]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/README.md) -- [Homepage](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/README.md)
- [[NLP]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4nlp/./) [[CV]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4cv/./) -- [Summary](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4all/./)
- [[NLP]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4nlp/application) [[CV]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4cv/application) -- [Application](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4all/application)
- [[NLP]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4nlp/approach) [[CV]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4cv/approach) -- [Approach](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4all/approach)
- [[NLP]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4nlp/author) [[CV]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4cv/author) -- [Author](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4all/author)
- [[NLP]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4nlp/backbone_model) [[CV]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4cv/backbone_model) -- [Backbone Model](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4all/backbone_model)
- [[NLP]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4nlp/contribution) [[CV]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4cv/contribution) -- [Contribution](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4all/contribution)
- [[NLP]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4nlp/dataset) [[CV]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4cv/dataset) -- [Dataset](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4all/dataset)
- [[NLP]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4nlp/metrics) [[CV]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4cv/metrics) -- [Metrics](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4all/metrics)
- [[NLP]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4nlp/research_question) [[CV]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4cv/research_question) -- [Research Questions](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4all/research_question)
- [[NLP]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4nlp/setting) [[CV]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4cv/setting) -- [Setting](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4all/setting)
- [[NLP]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4nlp/supervision) [[CV]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4cv/supervision) -- [ Learning Paradigm](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4all/supervision)
- [[NLP]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4nlp/time) [[CV]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4cv/time) -- [Published Time](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4all/time)
- [[NLP]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4nlp/venue) [[CV]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4cv/venue) -- [Published Venue](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/IE4all/venue)
## ACL
- [](https://doi.org/10.18653/v1/2021.findings-acl.214)
[**Adaptive Knowledge-Enhanced Bayesian Meta-Learning for Few-shot Event
Detection**](https://doi.org/10.18653/v1/2021.findings-acl.214) ,
by *Shirong Shen and
Tongtong Wu and
Guilin Qi and
Yuan{-}Fang Li and
Gholamreza Haffari and
Sheng Bi* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L26-L39) 
```ShenWQLHB21```
- [](https://aclanthology.org/2021.acl-long.492) [**Document-level Event Extraction via Parallel Prediction Networks**](https://aclanthology.org/2021.acl-long.492) ,
by *Yang, Hang and
Sui, Dianbo and
Chen, Yubo and
Liu, Kang and
Zhao, Jun and
Wang, Taifeng* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L611-L625)
```yang-etal-2021-document```
- [](https://aclanthology.org/2021.acl-long.491) [**CLEVE: Contrastive Pre-training for Event Extraction**](https://aclanthology.org/2021.acl-long.491) ,
by *Wang, Ziqi and
Wang, Xiaozhi and
Han, Xu and
Lin, Yankai and
Hou, Lei and
Liu, Zhiyuan and
Li, Peng and
Li, Juanzi and
Zhou, Jie* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L627-L642)
```wang-etal-2021-cleve```
- [](https://aclanthology.org/2021.acl-long.486) [**PRGC: Potential Relation and Global Correspondence Based Joint Relational Triple Extraction**](https://aclanthology.org/2021.acl-long.486) ,
by *Zheng, Hengyi and
Wen, Rui and
Chen, Xi and
Yang, Yifan and
Zhang, Yunyan and
Zhang, Ziheng and
Zhang, Ningyu and
Qin, Bin and
Ming, Xu and
Zheng, Yefeng* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L644-L660)
```zheng-etal-2021-prgc```
- [](https://aclanthology.org/2021.acl-short.67) [**TIMERS: Document-level Temporal Relation Extraction**](https://aclanthology.org/2021.acl-short.67) ,
by *Mathur, Puneet and
Jain, Rajiv and
Dernoncourt, Franck and
Morariu, Vlad and
Tran, Quan Hung and
Manocha, Dinesh* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L662-L674)
```mathur-etal-2021-timers```
- [](https://aclanthology.org/2021.acl-long.248) [**Few-NERD: A Few-shot Named Entity Recognition Dataset**](https://aclanthology.org/2021.acl-long.248) ,
by *Ding, Ning and
Xu, Guangwei and
Chen, Yulin and
Wang, Xiaobin and
Han, Xu and
Xie, Pengjun and
Zheng, Haitao and
Liu, Zhiyuan* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L676-L690)
```ding-etal-2021-nerd```
- [](https://aclanthology.org/2021.acl-long.496) [**Argument Pair Extraction via Attention-guided Multi-Layer Multi-Cross Encoding**](https://aclanthology.org/2021.acl-long.496) ,
by *Cheng, Liying and
Wu, Tianyu and
Bing, Lidong and
Si, Luo* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L692-L704)
```cheng-etal-2021-argument```
- [](https://aclanthology.org/2021.acl-long.19) [**UniRE: A Unified Label Space for Entity Relation Extraction**](https://aclanthology.org/2021.acl-long.19) ,
by *Wang, Yijun and
Sun, Changzhi and
Wu, Yuanbin and
Zhou, Hao and
Li, Lei and
Yan, Junchi* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L706-L718)
```wang-etal-2021-unire```
- [](https://aclanthology.org/2021.acl-short.118) [**Addressing Semantic Drift in Generative Question Answering with Auxiliary Extraction**](https://aclanthology.org/2021.acl-short.118) ,
by *Li, Chenliang and
Bi, Bin and
Yan, Ming and
Wang, Wei and
Huang, Songfang* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L720-L731)
```li-etal-2021-addressing```
- [](https://aclanthology.org/2021.acl-long.20) [**Refining Sample Embeddings with Relation Prototypes to Enhance Continual Relation Extraction**](https://aclanthology.org/2021.acl-long.20) ,
by *Cui, Li and
Yang, Deqing and
Yu, Jiaxin and
Hu, Chengwei and
Cheng, Jiayang and
Yi, Jingjie and
Xiao, Yanghua* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L733-L746)
```cui-etal-2021-refining```
- [](https://aclanthology.org/2021.acl-short.124) [**Entity Concept-enhanced Few-shot Relation Extraction**](https://aclanthology.org/2021.acl-short.124) ,
by *Yang, Shan and
Zhang, Yongfei and
Niu, Guanglin and
Zhao, Qinghua and
Pu, Shiliang* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L748-L759)
```yang-etal-2021-entity```
- [](https://aclanthology.org/2021.acl-long.217) [**Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction**](https://aclanthology.org/2021.acl-long.217) ,
by *Lu, Yaojie and
Lin, Hongyu and
Xu, Jin and
Han, Xianpei and
Tang, Jialong and
Li, Annan and
Sun, Le and
Liao, Meng and
Chen, Shaoyi* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L761-L776)
```lu-etal-2021-text2event```
- [](https://aclanthology.org/2021.acl-long.344) [**Dependency-driven Relation Extraction with Attentive Graph Convolutional Networks**](https://aclanthology.org/2021.acl-long.344) ,
by *Tian, Yuanhe and
Chen, Guimin and
Song, Yan and
Wan, Xiang* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L778-L788)
```tian-etal-2021-dependency```
- [](https://aclanthology.org/2021.acl-long.146) [**Knowledgeable or Educated Guess? Revisiting Language Models as Knowledge Bases**](https://aclanthology.org/2021.acl-long.146) ,
by *Cao, Boxi and
Lin, Hongyu and
Han, Xianpei and
Sun, Le and
Yan, Lingyong and
Liao, Meng and
Xue, Tong and
Xu, Jin* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L790-L804)
```cao-etal-2021-knowledgeable```
- [](https://aclanthology.org/2021.acl-long.359) [**How Knowledge Graph and Attention Help? A Qualitative Analysis into Bag-level Relation Extraction**](https://aclanthology.org/2021.acl-long.359) ,
by *Hu, Zikun and
Cao, Yixin and
Huang, Lifu and
Chua, Tat-Seng* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L806-L816)
```hu-etal-2021-knowledge```
- [](https://aclanthology.org/2021.acl-long.360) [**Trigger is Not Sufficient: Exploiting Frame-aware Knowledge for Implicit Event Argument Extraction**](https://aclanthology.org/2021.acl-long.360) ,
by *Wei, Kaiwen and
Sun, Xian and
Zhang, Zequn and
Zhang, Jingyuan and
Zhi, Guo and
Jin, Li* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L818-L830)
```wei-etal-2021-trigger```
- [](https://aclanthology.org/2021.acl-long.361) [**Element Intervention for Open Relation Extraction**](https://aclanthology.org/2021.acl-long.361) ,
by *Liu, Fangchao and
Yan, Lingyong and
Lin, Hongyu and
Han, Xianpei and
Sun, Le* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L832-L843)
```liu-etal-2021-element```
- [](https://aclanthology.org/2021.acl-long.363) [**CoRI: Collective Relation Integration with Data Augmentation for Open Information Extraction**](https://aclanthology.org/2021.acl-long.363) ,
by *Jiang, Zhengbao and
Han, Jialong and
Sisman, Bunyamin and
Dong, Xin Luna* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L845-L855)
```jiang-etal-2021-cori```
- [](https://aclanthology.org/2021.acl-long.274) [**Document-level Event Extraction via Heterogeneous Graph-based Interaction Model with a Tracker**](https://aclanthology.org/2021.acl-long.274) ,
by *Xu, Runxin and
Liu, Tianyu and
Li, Lei and
Chang, Baobao* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L857-L867)
```xu-etal-2021-document```
- [](https://aclanthology.org/2021.acl-long.277) [**Revisiting the Negative Data of Distantly Supervised Relation Extraction**](https://aclanthology.org/2021.acl-long.277) ,
by *Xie, Chenhao and
Liang, Jiaqing and
Liu, Jingping and
Huang, Chengsong and
Huang, Wenhao and
Xiao, Yanghua* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L869-L881)
```xie-etal-2021-revisiting```
- [](https://aclanthology.org/2021.acl-long.488) [**Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective Inference**](https://aclanthology.org/2021.acl-long.488) ,
by *Lai, Tuan and
Ji, Heng and
Zhai, ChengXiang and
Tran, Quan Hung* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L883-L893)
```lai-etal-2021-joint```
- [](https://aclanthology.org/2021.acl-long.484) [**SENT: Sentence-level Distant Relation Extraction via Negative Training**](https://aclanthology.org/2021.acl-long.484) ,
by *Ma, Ruotian and
Gui, Tao and
Li, Linyang and
Zhang, Qi and
Huang, Xuanjing and
Zhou, Yaqian* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L895-L907)
```ma-etal-2021-sent```
- [](https://aclanthology.org/2021.acl-long.375) [**StereoRel: Relational Triple Extraction from a Stereoscopic Perspective**](https://aclanthology.org/2021.acl-long.375) ,
by *Tian, Xuetao and
Jing, Liping and
He, Lu and
Liu, Feng* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L909-L919)
```tian-etal-2021-stereorel```
- [](https://aclanthology.org/2021.acl-long.483) [**CIL: Contrastive Instance Learning Framework for Distantly Supervised Relation Extraction**](https://aclanthology.org/2021.acl-long.483) ,
by *Chen, Tao and
Shi, Haizhou and
Tang, Siliang and
Chen, Zhigang and
Wu, Fei and
Zhuang, Yueting* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L921-L933)
```chen-etal-2021-cil```
- [](https://aclanthology.org/2021.acl-long.60) [**From Discourse to Narrative: Knowledge Projection for Event Relation Extraction**](https://aclanthology.org/2021.acl-long.60) ,
by *Tang, Jialong and
Lin, Hongyu and
Liao, Meng and
Lu, Yaojie and
Han, Xianpei and
Sun, Le and
Xie, Weijian and
Xu, Jin* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L935-L949)
```tang-etal-2021-discourse```
- [](https://aclanthology.org/2021.acl-short.42) [**Zero-shot Event Extraction via Transfer Learning: Challenges and Insights**](https://aclanthology.org/2021.acl-short.42) ,
by *Lyu, Qing and
Zhang, Hongming and
Sulem, Elior and
Roth, Dan* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L951-L961)
```lyu-etal-2021-zero```
- [](https://aclanthology.org/2021.acl-short.41) [**ROPE: Reading Order Equivariant Positional Encoding for Graph-based Document Information Extraction**](https://aclanthology.org/2021.acl-short.41) ,
by *Lee, Chen-Yu and
Li, Chun-Liang and
Wang, Chu and
Wang, Renshen and
Fujii, Yasuhisa and
Qin, Siyang and
Popat, Ashok and
Pfister, Tomas* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L963-L977)
```lee-etal-2021-rope```
- [](https://aclanthology.org/2021.acl-short.126) [**Three Sentences Are All You Need: Local Path Enhanced Document Relation Extraction**](https://aclanthology.org/2021.acl-short.126) ,
by *Huang, Quzhe and
Zhu, Shengqi and
Feng, Yansong and
Ye, Yuan and
Lai, Yuxuan and
Zhao, Dongyan* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L979-L991)
```huang-etal-2021-three```
- [](https://aclanthology.org/2020.acl-main.713) [**A Joint Neural Model for Information Extraction with Global Features**](https://aclanthology.org/2020.acl-main.713) ,
by *Lin, Ying and
Ji, Heng and
Huang, Fei and
Wu, Lingfei* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L423-L433)
```lin-etal-2020-joint```
- [](https://www.aclweb.org/anthology/2020.acl-main.751) [**TXtract: Taxonomy-Aware Knowledge Extraction for Thousands of Product Categories**](https://www.aclweb.org/anthology/2020.acl-main.751) ,
by *Karamanolakis, Giannis and
Ma, Jun and
Dong, Xin Luna* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L575-L585)
```karamanolakis-etal-2020-txtract```
- [](https://www.aclweb.org/anthology/2020.acl-main.721) [**ZeroShotCeres: Zero-Shot Relation Extraction from Semi-Structured Webpages**](https://www.aclweb.org/anthology/2020.acl-main.721) ,
by *Lockard, Colin and
Shiralkar, Prashant and
Dong, Xin Luna and
Hajishirzi, Hannaneh* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L587-L597)
```lockard-etal-2020-zeroshotceres```
- [](https://www.aclweb.org/anthology/2020.acl-main.715) [**Exploiting the Syntax-Model Consistency for Neural Relation Extraction**](https://www.aclweb.org/anthology/2020.acl-main.715) ,
by *Pouran Ben Veyseh, Amir and
Dernoncourt, Franck and
Dou, Dejing and
Nguyen, Thien Huu* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L599-L609)
```pouran-ben-veyseh-etal-2020-exploiting```
- [](https://www.aclweb.org/anthology/2020.acl-main.670) [**SciREX: A Challenge Dataset for Document-Level Information Extraction**](https://www.aclweb.org/anthology/2020.acl-main.670) ,
by *Jain, Sarthak and
van Zuylen, Madeleine and
Hajishirzi, Hannaneh and
Beltagy, Iz* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L995-L1005)
```jain-etal-2020-scirex```
- [](https://www.aclweb.org/anthology/2020.acl-main.669) [**Revisiting Unsupervised Relation Extraction**](https://www.aclweb.org/anthology/2020.acl-main.669) ,
by *Tran, Thy Thy and
Le, Phong and
Ananiadou, Sophia* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1007-L1015)
```tran-etal-2020-revisiting```
- [](https://www.aclweb.org/anthology/2020.acl-main.579) [**Relation Extraction with Explanation**](https://www.aclweb.org/anthology/2020.acl-main.579) ,
by *Shahbazi, Hamed and
Fern, Xiaoli and
Ghaeini, Reza and
Tadepalli, Prasad* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1017-L1027)
```shahbazi-etal-2020-relation```
- [](https://www.aclweb.org/anthology/2020.acl-main.527) [**Relabel the Noise: Joint Extraction of Entities and Relations via Cooperative Multiagents**](https://www.aclweb.org/anthology/2020.acl-main.527) ,
by *Chen, Daoyuan and
Li, Yaliang and
Lei, Kai and
Shen, Ying* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1029-L1039)
```chen-etal-2020-relabel```
- [](https://www.aclweb.org/anthology/2020.acl-main.521) [**IMoJIE: Iterative Memory-Based Joint Open Information Extraction**](https://www.aclweb.org/anthology/2020.acl-main.521) ,
by *Kolluru, Keshav and
Aggarwal, Samarth and
Rathore, Vipul and
{Mausam} and
Chakrabarti, Soumen* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1059-L1070)
```kolluru-etal-2020-imojie```
- [](https://www.aclweb.org/anthology/2020.acl-main.444) [**Dialogue-Based Relation Extraction**](https://www.aclweb.org/anthology/2020.acl-main.444) ,
by *Yu, Dian and
Sun, Kai and
Cardie, Claire and
Yu, Dong* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1072-L1082)
```yu-etal-2020-dialogue```
- [](https://www.aclweb.org/anthology/2020.acl-main.230) [**Cross-media Structured Common Space for Multimedia Event Extraction**](https://www.aclweb.org/anthology/2020.acl-main.230) ,
by *Li, Manling and
Zareian, Alireza and
Zeng, Qi and
Whitehead, Spencer and
Lu, Di and
Ji, Heng and
Chang, Shih-Fu* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1084-L1097)
```li-etal-2020-cross```
- [](https://www.aclweb.org/anthology/2020.acl-main.142) [**TACRED Revisited: A Thorough Evaluation of the TACRED Relation Extraction Task**](https://www.aclweb.org/anthology/2020.acl-main.142) ,
by *Alt, Christoph and
Gabryszak, Aleksandra and
Hennig, Leonhard* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1099-L1108)
```alt-etal-2020-tacred```
- [](https://www.aclweb.org/anthology/2020.acl-main.140) [**Probing Linguistic Features of Sentence-Level Representations in Neural Relation Extraction**](https://www.aclweb.org/anthology/2020.acl-main.140) ,
by *Alt, Christoph and
Gabryszak, Aleksandra and
Hennig, Leonhard* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1111-L1120)
```alt-etal-2020-probing```
- [](https://www.aclweb.org/anthology/2020.acl-main.139) [**Named Entity Recognition without Labelled Data: A Weak Supervision Approach**](https://www.aclweb.org/anthology/2020.acl-main.139) ,
by *Lison, Pierre and
Barnes, Jeremy and
Hubin, Aliaksandr and
Touileb, Samia* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1122-L1132)
```lison-etal-2020-named```
- [](https://www.aclweb.org/anthology/2020.acl-main.137) [**In Layman's Terms: Semi-Open Relation Extraction from Scientific Texts**](https://www.aclweb.org/anthology/2020.acl-main.137) ,
by *Kruiper, Ruben and
Vincent, Julian and
Chen-Burger, Jessica and
Desmulliez, Marc and
Konstas, Ioannis* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1134-L1145)
```kruiper-etal-2020-laymans```
- [](https://www.aclweb.org/anthology/2020.acl-main.136) [**A Novel Cascade Binary Tagging Framework for Relational Triple Extraction**](https://www.aclweb.org/anthology/2020.acl-main.136) ,
by *Wei, Zhepei and
Su, Jianlin and
Wang, Yue and
Tian, Yuan and
Chang, Yi* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1147-L1158)
```wei-etal-2020-novel```
- [](https://doi.org/10.18653/v1/2020.acl-main.714) [**Document-Level Event Role Filler Extraction using Multi-Granularity
Contextualized Encoding**](https://doi.org/10.18653/v1/2020.acl-main.714) ,
by *Xinya Du and
Claire Cardie* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1434-L1443)
```DuC20```
- [](https://doi.org/10.18653/v1/2020.acl-main.718) [**Multi-Sentence Argument Linking**](https://doi.org/10.18653/v1/2020.acl-main.718) ,
by *Seth Ebner and
Patrick Xia and
Ryan Culkin and
Kyle Rawlins and
Benjamin Van Durme* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1468-L1479)
```EbnerXCRD20```
- [](https://doi.org/10.18653/v1/2020.acl-main.141) [**Reasoning with Latent Structure Refinement for Document-Level Relation
Extraction**](https://doi.org/10.18653/v1/2020.acl-main.141) ,
by *Guoshun Nan and
Zhijiang Guo and
Ivan Sekulic and
Wei Lu* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1605-L1616)
```NanGSL20```
- [](https://doi.org/10.18653/v1/2020.acl-main.667) [**A Two-Step Approach for Implicit Event Argument Detection**](https://doi.org/10.18653/v1/2020.acl-main.667) ,
by *Zhisong Zhang and
Xiang Kong and
Zhengzhong Liu and
Xuezhe Ma and
Eduard H. Hovy* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1737-L1748)
```ZhangKLMH20```
- [](https://doi.org/10.18653/v1/p19-1136) [**GraphRel: Modeling Text as Relational Graphs for Joint Entity and Relation Extraction**](https://doi.org/10.18653/v1/p19-1136) ,
by *Tsu{-}Jui Fu and
Peng{-}Hsuan Li and
Wei{-}Yun Ma* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L123-L132)
```FuLM19```
- [](https://doi.org/10.18653/v1/p19-1128) [**Graph Neural Networks with Generated Parameters for Relation Extraction**](https://doi.org/10.18653/v1/p19-1128) ,
by *Hao Zhu and
Yankai Lin and
Zhiyuan Liu and
Jie Fu and
Tat{-}Seng Chua and
Maosong Sun* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L171-L183)
```ZhuLLFCS19```
- [](https://doi.org/10.18653/v1/p19-1279) [**Matching the Blanks: Distributional Similarity for Relation Learning**](https://doi.org/10.18653/v1/p19-1279) ,
by *Livio Baldini Soares and
Nicholas FitzGerald and
Jeffrey Ling and
Tom Kwiatkowski* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L242-L252) ```MTB
```
```SoaresFLK19```
- [](https://doi.org/10.18653/v1/p19-1277) [**Multi-Level Matching and Aggregation Network for Few-Shot Relation
Classification**](https://doi.org/10.18653/v1/p19-1277) ,
by *Zhi{-}Xiu Ye and
Zhen{-}Hua Ling* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L303-L312) ```MLMAN
```
```YeL19```
- [](https://www.aclweb.org/anthology/P19-1074) [**DocRED: A Large-Scale Document-Level Relation Extraction Dataset**](https://www.aclweb.org/anthology/P19-1074) ,
by *Yao, Yuan and
Ye, Deming and
Li, Peng and
Han, Xu and
Lin, Yankai and
Liu, Zhenghao and
Liu, Zhiyuan and
Huang, Lixin and
Zhou, Jie and
Sun, Maosong* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1492-L1508)
```yao-etal-2019-docred```
- [](https://aclanthology.org/P18-1047/) [**Extracting Relational Facts by an End-to-End Neural Model with Copy
Mechanism**](https://aclanthology.org/P18-1047/) ,
by *Xiangrong Zeng and
Daojian Zeng and
Shizhu He and
Kang Liu and
Jun Zhao* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L362-L378)
```LiuZZHZ18```
- [](https://doi.org/10.18653/v1/P17-1017) [**Creating Training Corpora for NLG Micro-Planners**](https://doi.org/10.18653/v1/P17-1017) ,
by *Claire Gardent and
Anastasia Shimorina and
Shashi Narayan and
Laura Perez{-}Beltrachini* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L390-L404)
```GardentSNP17```
- [](https://doi.org/10.3115/v1/p14-5010) [**The Stanford CoreNLP Natural Language Processing Toolkit**](https://doi.org/10.3115/v1/p14-5010) ,
by *Christopher D. Manning and
Mihai Surdeanu and
John Bauer and
Jenny Rose Finkel and
Steven Bethard and
David McClosky* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L11-L24)
```ManningSBFBM14```
- [](https://doi.org/10.3115/v1/p14-1038) [**Incremental Joint Extraction of Entity Mentions and Relations**](https://doi.org/10.3115/v1/p14-1038) ,
by *Qi Li and
Heng Ji* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L68-L76)
```LiJ14```
- [](https://aclanthology.org/P11-1056/) [**Exploiting Syntactico-Semantic Structures for Relation Extraction**](https://aclanthology.org/P11-1056/) ,
by *Yee Seng Chan and
Dan Roth* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L90-L98)
```ChanR11```
- [](https://aclanthology.org/P05-1053/) [**Exploring Various Knowledge in Relation Extraction**](https://aclanthology.org/P05-1053/) ,
by *Guodong Zhou and
Jian Su and
Jie Zhang and
Min Zhang* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L78-L88)
```ZhouSZZ05```
## EMNLP
- [](https://www.aclweb.org/anthology/2020.emnlp-main.129) [**MAVEN: A Massive General Domain Event Detection Dataset**](https://www.aclweb.org/anthology/2020.emnlp-main.129) ,
by *Wang, Xiaozhi and
Wang, Ziqi and
Han, Xu and
Jiang, Wangyi and
Han, Rong and
Liu, Zhiyuan and
Li, Juanzi and
Li, Peng and
Lin, Yankai and
Zhou, Jie* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1160-L1176)
```wang-etal-2020-maven```
- [](https://www.aclweb.org/anthology/2020.emnlp-main.693) [**Knowledge-guided Open Attribute Value Extraction with Reinforcement Learning**](https://www.aclweb.org/anthology/2020.emnlp-main.693) ,
by *Liu, Ye and
Zhang, Sheng and
Song, Rui and
Feng, Suo and
Xiao, Yanghua* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1178-L1189)
```liu-etal-2020-knowledge```
- [](https://www.aclweb.org/anthology/2020.emnlp-main.690) [**Systematic Comparison of Neural Architectures and Training Approaches for Open Information Extraction**](https://www.aclweb.org/anthology/2020.emnlp-main.690) ,
by *Hohenecker, Patrick and
Mtumbuka, Frank and
Kocijan, Vid and
Lukasiewicz, Thomas* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1191-L1201)
```hohenecker-etal-2020-systematic```
- [](https://www.aclweb.org/anthology/2020.emnlp-main.627) [**Hierarchical Evidence Set Modeling for Automated Fact Extraction and Verification**](https://www.aclweb.org/anthology/2020.emnlp-main.627) ,
by *Subramanian, Shyam and
Lee, Kyumin* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1203-L1211)
```subramanian-lee-2020-hierarchical```
- [](https://www.aclweb.org/anthology/2020.emnlp-main.626) [**MedFilter: Improving Extraction of Task-relevant Utterances through Integration of Discourse Structure and Ontological Knowledge**](https://www.aclweb.org/anthology/2020.emnlp-main.626) ,
by *Khosla, Sopan and
Vashishth, Shikhar and
Lehman, Jill Fain and
Rose, Carolyn* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1213-L1223)
```khosla-etal-2020-medfilter```
- [](https://www.aclweb.org/anthology/2020.emnlp-main.461) [**Domain Knowledge Empowered Structured Neural Net for End-to-End Event Temporal Relation Extraction**](https://www.aclweb.org/anthology/2020.emnlp-main.461) ,
by *Han, Rujun and
Zhou, Yichao and
Peng, Nanyun* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1225-L1234)
```han-etal-2020-domain```
- [](https://www.aclweb.org/anthology/2020.emnlp-main.306) [**OpenIE6: Iterative Grid Labeling and Coordination Analysis for Open Information Extraction**](https://www.aclweb.org/anthology/2020.emnlp-main.306) ,
by *Kolluru, Keshav and
Adlakha, Vaibhav and
Aggarwal, Samarth and
{Mausam} and
Chakrabarti, Soumen* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1236-L1247)
```kolluru-etal-2020-openie6```
- [](https://www.aclweb.org/anthology/2020.emnlp-main.304) [**Recurrent Interaction Network for Jointly Extracting Entities and Classifying Relations**](https://www.aclweb.org/anthology/2020.emnlp-main.304) ,
by *Sun, Kai and
Zhang, Richong and
Mensah, Samuel and
Mao, Yongyi and
Liu, Xudong* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1249-L1260)
```sun-etal-2020-recurrent```
- [](https://www.aclweb.org/anthology/2020.emnlp-main.302) [**Exposing Shallow Heuristics of Relation Extraction Models with Challenge Data**](https://www.aclweb.org/anthology/2020.emnlp-main.302) ,
by *Rosenman, Shachar and
Jacovi, Alon and
Goldberg, Yoav* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1262-L1271)
```rosenman-etal-2020-exposing```
- [](https://www.aclweb.org/anthology/2020.emnlp-main.301) [**Let's Stop Incorrect Comparisons in End-to-end Relation Extraction!**](https://www.aclweb.org/anthology/2020.emnlp-main.301) ,
by *Taill{\'e}, Bruno and
Guigue, Vincent and
Scoutheeten, Geoffrey and
Gallinari, Patrick* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1273-L1283)
```taille-etal-2020-lets```
- [](https://www.aclweb.org/anthology/2020.emnlp-main.300) [**Denoising Relation Extraction from Document-level Distant Supervision**](https://www.aclweb.org/anthology/2020.emnlp-main.300) ,
by *Xiao, Chaojun and
Yao, Yuan and
Xie, Ruobing and
Han, Xu and
Liu, Zhiyuan and
Sun, Maosong and
Lin, Fen and
Lin, Leyu* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1285-L1299)
```xiao-etal-2020-denoising```
- [](https://www.aclweb.org/anthology/2020.emnlp-main.299) [**SelfORE: Self-supervised Relational Feature Learning for Open Relation Extraction**](https://www.aclweb.org/anthology/2020.emnlp-main.299) ,
by *Hu, Xuming and
Wen, Lijie and
Xu, Yusong and
Zhang, Chenwei and
Yu, Philip* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1301-L1312)
```hu-etal-2020-selfore```
- [](https://www.aclweb.org/anthology/2020.emnlp-main.298) [**Learning from Context or Names? An Empirical Study on Neural Relation Extraction**](https://www.aclweb.org/anthology/2020.emnlp-main.298) ,
by *Peng, Hao and
Gao, Tianyu and
Han, Xu and
Lin, Yankai and
Li, Peng and
Liu, Zhiyuan and
Sun, Maosong and
Zhou, Jie* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1314-L1328)
```peng-etal-2020-learning```
- [](https://www.aclweb.org/anthology/2020.emnlp-main.153) [**An Information Bottleneck Approach for Controlling Conciseness in Rationale Extraction**](https://www.aclweb.org/anthology/2020.emnlp-main.153) ,
by *Paranjape, Bhargavi and
Joshi, Mandar and
Thickstun, John and
Hajishirzi, Hannaneh and
Zettlemoyer, Luke* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1330-L1341)
```paranjape-etal-2020-information```
- [](https://www.aclweb.org/anthology/2020.emnlp-main.132) [**Pre-training Entity Relation Encoder with Intra-span and Inter-span Information**](https://www.aclweb.org/anthology/2020.emnlp-main.132) ,
by *Wang, Yijun and
Sun, Changzhi and
Wu, Yuanbin and
Yan, Junchi and
Gao, Peng and
Xie, Guotong* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1343-L1355)
```wang-etal-2020-pre```
- [](https://www.aclweb.org/anthology/2020.emnlp-main.133) [**Two are Better than One: Joint Entity and Relation Extraction with Table-Sequence Encoders**](https://www.aclweb.org/anthology/2020.emnlp-main.133) ,
by *Wang, Jue and
Lu, Wei* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1357-L1365)
```wang-lu-2020-two```
- [](https://www.aclweb.org/anthology/2020.emnlp-main.128) [**Event Extraction as Machine Reading Comprehension**](https://www.aclweb.org/anthology/2020.emnlp-main.128) ,
by *Liu, Jian and
Chen, Yubo and
Liu, Kang and
Bi, Wei and
Liu, Xiaojiang* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1367-L1378)
```liu-etal-2020-event```
- [](https://www.aclweb.org/anthology/2020.emnlp-main.51) [**Joint Constrained Learning for Event-Event Relation Extraction**](https://www.aclweb.org/anthology/2020.emnlp-main.51) ,
by *Wang, Haoyu and
Chen, Muhao and
Zhang, Hongming and
Roth, Dan* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1380-L1390)
```wang-etal-2020-joint```
- [](https://www.aclweb.org/anthology/2020.emnlp-main.49) [**Event Extraction by Answering (Almost) Natural Questions**](https://www.aclweb.org/anthology/2020.emnlp-main.49) ,
by *Du, Xinya and
Cardie, Claire* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1392-L1400)
```du-cardie-2020-event```
- [](https://doi.org/10.18653/v1/2020.emnlp-main.582) [**Coreferential Reasoning Learning for Language Representation**](https://doi.org/10.18653/v1/2020.emnlp-main.582) ,
by *Deming Ye and
Yankai Lin and
Jiaju Du and
Zhenghao Liu and
Peng Li and
Maosong Sun and
Zhiyuan Liu* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1538-L1551)
```YeLDLLSL20```
- [](https://doi.org/10.18653/v1/2020.emnlp-main.127) [**Double Graph Based Reasoning for Document-level Relation Extraction**](https://doi.org/10.18653/v1/2020.emnlp-main.127) ,
by *Shuang Zeng and
Runxin Xu and
Baobao Chang and
Lei Li* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1618-L1628)
```ZengXCL20```
- [](https://doi.org/10.18653/v1/2020.emnlp-main.303) [**Global-to-Local Neural Networks for Document-Level Relation Extraction**](https://doi.org/10.18653/v1/2020.emnlp-main.303) ,
by *Difeng Wang and
Wei Hu and
Ermei Cao and
Weijian Sun* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1671-L1681)
```WangHCS20```
- [](https://doi.org/10.18653/v1/D19-1649) [**FewRel 2.0: Towards More Challenging Few-Shot Relation Classification**](https://doi.org/10.18653/v1/D19-1649) ,
by *Tianyu Gao and
Xu Han and
Hao Zhu and
Zhiyuan Liu and
Peng Li and
Maosong Sun and
Jie Zhou* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L287-L300) ```Fewrel 2.0 dataset
```
```GaoHZLLSZ19```
- [](https://doi.org/10.18653/v1/D19-1498) [**Connecting the Dots: Document-level Neural Relation Extraction with
Edge-oriented Graphs**](https://doi.org/10.18653/v1/D19-1498) ,
by *Fenia Christopoulou and
Makoto Miwa and
Sophia Ananiadou* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1593-L1603)
```ChristopoulouMA19```
- [](https://doi.org/10.18653/v1/d18-1514) [**FewRel: A Large-Scale Supervised Few-shot Relation Classification
Dataset with State-of-the-Art Evaluation**](https://doi.org/10.18653/v1/d18-1514) ,
by *Xu Han and
Hao Zhu and
Pengfei Yu and
Ziyun Wang and
Yuan Yao and
Zhiyuan Liu and
Maosong Sun* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L270-L284) ```FewRel dataset
```
```HanZYWYLS18```
- [](https://doi.org/10.3115/v1/d14-1200) [**Modeling Joint Entity and Relation Extraction with Table Representation**](https://doi.org/10.3115/v1/d14-1200) ,
by *Makoto Miwa and
Yutaka Sasaki* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L41-L49)
```MiwaS14```
- [](https://aclanthology.org/W02-1010/) [**Kernel Methods for Relation Extraction**](https://aclanthology.org/W02-1010/) ,
by *Dmitry Zelenko and
Chinatsu Aone and
Anthony Richardella* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L100-L109)
```ZelenkoAR02```
## NAACL
- [](https://www.aclweb.org/anthology/2021.naacl-main.2) [**Distantly Supervised Relation Extraction with Sentence Reconstruction and Knowledge Base Priors**](https://www.aclweb.org/anthology/2021.naacl-main.2) ,
by *Christopoulou, Fenia and
Miwa, Makoto and
Ananiadou, Sophia* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L513-L522)
```christopoulou-etal-2021-distantly```
- [](https://www.aclweb.org/anthology/2021.naacl-main.5) [**A Frustratingly Easy Approach for Entity and Relation Extraction**](https://www.aclweb.org/anthology/2021.naacl-main.5) ,
by *Zhong, Zexuan and
Chen, Danqi* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L524-L532)
```zhong-chen-2021-frustratingly```
- [](https://www.aclweb.org/anthology/2021.naacl-main.272) [**ZS-BERT: Towards Zero-Shot Relation Extraction with Attribute Representation Learning**](https://www.aclweb.org/anthology/2021.naacl-main.272) ,
by *Chen, Chih-Yao and
Li, Cheng-Te* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L534-L542)
```chen-li-2021-zs```
- [](https://www.aclweb.org/anthology/2021.naacl-main.453) [**Jointly Extracting Explicit and Implicit Relational Triples with Reasoning Pattern Enhanced Binary Pointer Network**](https://www.aclweb.org/anthology/2021.naacl-main.453) ,
by *Chen, Yubo and
Zhang, Yunqi and
Hu, Changran and
Huang, Yongfeng* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L544-L554)
```chen-etal-2021-jointly```
- [](https://www.aclweb.org/anthology/2021.naacl-main.3) [**Cross-Task Instance Representation Interactions and Label Dependencies for Joint Information Extraction with Graph Convolutional Networks**](https://www.aclweb.org/anthology/2021.naacl-main.3) ,
by *Nguyen, Minh Van and
Lai, Viet and
Nguyen, Thien Huu* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L556-L564)
```nguyen-etal-2021-cross```
- [](https://www.aclweb.org/anthology/2021.naacl-main.4) [**Abstract Meaning Representation Guided Graph Encoding and Decoding for Joint Information Extraction**](https://www.aclweb.org/anthology/2021.naacl-main.4) ,
by *Zhang, Zixuan and
Ji, Heng* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L566-L573)
```zhang-ji-2021-abstract```
- [](https://www.aclweb.org/anthology/2021.naacl-main.452) [**Open Hierarchical Relation Extraction**](https://www.aclweb.org/anthology/2021.naacl-main.452) ,
by *Zhang, Kai and
Yao, Yuan and
Xie, Ruobing and
Han, Xu and
Liu, Zhiyuan and
Lin, Fen and
Lin, Leyu and
Sun, Maosong* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1043-L1057)
```zhang-etal-2021-open```
- [](https://www.aclweb.org/anthology/2021.naacl-main.69/) [**Document-Level Event Argument Extraction by Conditional Generation**](https://www.aclweb.org/anthology/2021.naacl-main.69/) ,
by *Sha Li and
Heng Ji and
Jiawei Han* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1481-L1490)
```LiJH21```
## COLING
- [](https://doi.org/10.18653/v1/2020.coling-main.138) [**TPLinker: Single-stage Joint Extraction of Entities and Relations Through Token Pair Linking**](https://doi.org/10.18653/v1/2020.coling-main.138) ,
by *Yucheng Wang and
Bowen Yu and
Yueyang Zhang and
Tingwen Liu and
Hongsong Zhu and
Limin Sun* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L135-L147)
```WangYZLZS20```
- [](https://doi.org/10.18653/v1/2020.coling-main.563) [**Bridging Text and Knowledge with Multi-Prototype Embedding for Few-Shot
Relational Triple Extraction**](https://doi.org/10.18653/v1/2020.coling-main.563) ,
by *Haiyang Yu and
Ningyu Zhang and
Shumin Deng and
Hongbin Ye and
Wei Zhang and
Huajun Chen* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L255-L268)
```YuZDYZC20```
- [](https://doi.org/10.18653/v1/2020.coling-main.461) [**Global Context-enhanced Graph Convolutional Networks for Document-level
Relation Extraction**](https://doi.org/10.18653/v1/2020.coling-main.461) ,
by *Huiwei Zhou and
Yibin Xu and
Weihong Yao and
Zhe Liu and
Chengkun Lang and
Haibin Jiang* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1641-L1654)
```ZhouXYLLJ20```
- [](https://doi.org/10.18653/v1/2020.coling-main.143) [**Document-level Relation Extraction with Dual-tier Heterogeneous Graph**](https://doi.org/10.18653/v1/2020.coling-main.143) ,
by *Zhenyu Zhang and
Bowen Yu and
Xiaobo Shu and
Tingwen Liu and
Hengzhu Tang and
Yubin Wang and
Li Guo* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1656-L1669)
```ZhangYSLTWG20```
- [](https://doi.org/10.18653/v1/2020.coling-main.136) [**Graph Enhanced Dual Attention Network for Document-Level Relation
Extraction**](https://doi.org/10.18653/v1/2020.coling-main.136) ,
by *Bo Li and
Wei Ye and
Zhonghao Sheng and
Rui Xie and
Xiangyu Xi and
Shikun Zhang* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1683-L1696)
```LiYSXXZ20```
- [](https://aclanthology.org/C16-1239/) [**Table Filling Multi-Task Recurrent Neural Network for Joint Entity
and Relation Extraction**](https://aclanthology.org/C16-1239/) ,
by *Pankaj Gupta and
Hinrich Sch{\"{u}}tze and
Bernt Andrassy* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L111-L121)
```GuptaSA16```
## EACL
- [](https://www.aclweb.org/anthology/2021.eacl-main.166) [**Multilingual Entity and Relation Extraction Dataset and Model**](https://www.aclweb.org/anthology/2021.eacl-main.166) ,
by *Seganti, Alessandro and
Firl{\k{a}}g, Klaudia and
Skowronska, Helena and
Sat{\l}awa, Micha{\l} and
Andruszkiewicz, Piotr* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L444-L455)
```seganti-etal-2021-multilingual```
- [](https://www.aclweb.org/anthology/2021.eacl-main.172) [**Learning Relatedness between Types with Prototypes for Relation Extraction**](https://www.aclweb.org/anthology/2021.eacl-main.172) ,
by *Fu, Lisheng and
Grishman, Ralph* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L457-L465)
```fu-grishman-2021-learning```
- [](https://www.aclweb.org/anthology/2021.eacl-main.251) [**ENPAR:Enhancing Entity and Entity Pair Representations for Joint Entity Relation Extraction**](https://www.aclweb.org/anthology/2021.eacl-main.251) ,
by *Wang, Yijun and
Sun, Changzhi and
Wu, Yuanbin and
Zhou, Hao and
Li, Lei and
Yan, Junchi* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L467-L479)
```wang-etal-2021-enpar```
- [](https://www.aclweb.org/anthology/2021.eacl-main.290) [**Modeling Coreference Relations in Visual Dialog**](https://www.aclweb.org/anthology/2021.eacl-main.290) ,
by *Li, Mingxiao and
Moens, Marie-Francine* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L481-L489)
```li-moens-2021-modeling```
- [](https://www.aclweb.org/anthology/2021.eacl-main.319) [**An End-to-end Model for Entity-level Relation Extraction using Multi-instance Learning**](https://www.aclweb.org/anthology/2021.eacl-main.319) ,
by *Eberts, Markus and
Ulges, Adrian* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L491-L499)
```eberts-ulges-2021-end```
- [](https://www.aclweb.org/anthology/2021.eacl-main.321) [**Two Training Strategies for Improving Relation Extraction over Universal Graph**](https://www.aclweb.org/anthology/2021.eacl-main.321) ,
by *Dai, Qin and
Inoue, Naoya and
Takahashi, Ryo and
Inui, Kentaro* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L501-L511)
```dai-etal-2021-two```
- [](https://www.aclweb.org/anthology/2021.eacl-main.319/) [**An End-to-end Model for Entity-level Relation Extraction using Multi-instance
Learning**](https://www.aclweb.org/anthology/2021.eacl-main.319/) ,
by *Markus Eberts and
Adrian Ulges* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1445-L1454)
```EbertsU21```
- [](https://www.aclweb.org/anthology/2021.eacl-main.52/) [**GRIT: Generative Role-filler Transformers for Document-level Event
Entity Extraction**](https://www.aclweb.org/anthology/2021.eacl-main.52/) ,
by *Xinya Du and
Alexander M. Rush and
Claire Cardie* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1456-L1466)
```DuRC21```
- [](https://www.aclweb.org/anthology/2021.eacl-main.128/) [**Bootstrapping Relation Extractors using Syntactic Search by Examples**](https://www.aclweb.org/anthology/2021.eacl-main.128/) ,
by *Matan Eyal and
Asaf Amrami and
Hillel Taub{-}Tabib and
Yoav Goldberg* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1569-L1579)
```EyalATG21```
## AACL
- [](https://aclanthology.org/2020.aacl-main.75/) [**More Data, More Relations, More Context and More Openness: A Review
and Outlook for Relation Extraction**](https://aclanthology.org/2020.aacl-main.75/) ,
by *Xu Han and
Tianyu Gao and
Yankai Lin and
Hao Peng and
Yaoliang Yang and
Chaojun Xiao and
Zhiyuan Liu and
Peng Li and
Jie Zhou and
Maosong Sun* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L207-L224)
```HanGLPYXLLZS20```
## ICML
- [](http://proceedings.mlr.press/v119/qu20a.html) [**Few-shot Relation Extraction via Bayesian Meta-learning on Relation Graphs**](http://proceedings.mlr.press/v119/qu20a.html) ,
by *Qu, Meng, Gao, Tianyu, Xhonneux, Louis-Pascal and Tang, Jian* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1698-L1705)
```pmlr-v119-qu20a```
## ICLR
- [](https://openreview.net/forum?id=aCgLmfhIy\_f) [**Prototypical Representation Learning for Relation Extraction**](https://openreview.net/forum?id=aCgLmfhIy\_f) ,
by *Ning Ding and
Xiaobin Wang and
Yao Fu and
Guangwei Xu and
Rui Wang and
Pengjun Xie and
Ying Shen and
Fei Huang and
Hai{-}Tao Zheng and
Rui Zhang* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1414-L1429)
```DingWFXWXSHZZ21```
## NeurIPS
- [](https://proceedings.neurips.cc/paper/2019/hash/596f713f9a7376fe90a62abaaedecc2d-Abstract.html) [**Knowledge Extraction with No Observable Data**](https://proceedings.neurips.cc/paper/2019/hash/596f713f9a7376fe90a62abaaedecc2d-Abstract.html) ,
by *Jaemin Yoo and
Minyong Cho and
Taebum Kim and
U Kang* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1402-L1412)
```YooCKK19```
## ECML
- [](https://doi.org/10.1007/978-3-642-15939-8\_10) [**Modeling Relations and Their Mentions without Labeled Text**](https://doi.org/10.1007/978-3-642-15939-8\_10) ,
by *Sebastian Riedel and
Limin Yao and
Andrew McCallum* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L347-L360)
```RiedelYM10```
## SIGIR
- [](https://doi.org/10.1145/3404835.3463054) [**Graph Learning Regularization and Transfer Learning for Few-Shot Event Detection**](https://doi.org/10.1145/3404835.3463054) ,
by *Lai, Viet Dac, Nguyen, Minh Van, Nguyen, Thien Huu and Dernoncourt, Franck* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L435-L442)
```3404835.3463054```
## KDD
- [](https://doi.org/10.1145/3447548.3467438) [**Knowledge-Enhanced Domain Adaptation in Few-Shot Relation Classification**](https://doi.org/10.1145/3447548.3467438) ,
by *Zhang, Jiawen, Zhu, Jiaqi, Yang, Yi, Shi, Wandong, Zhang, Congcong and Wang, Hongan* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L380-L387)
```3447548.3467438```
## AAAI
- [](https://ojs.aaai.org/index.php/AAAI/article/view/17639) [**FL-MSRE: A Few-Shot Learning based Approach to Multimodal Social
Relation Extraction**](https://ojs.aaai.org/index.php/AAAI/article/view/17639) ,
by *Hai Wan and
Manrong Zhang and
Jianfeng Du and
Ziling Huang and
Yufei Yang and
Jeff Z. Pan* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L226-L239) ```FL-MSRE
```
```WanZDHYP21```
- [](https://ojs.aaai.org/index.php/AAAI/article/view/17241) [**Curriculum-Meta Learning for Order-Robust Continual Relation Extraction**](https://ojs.aaai.org/index.php/AAAI/article/view/17241) ,
by *Tongtong Wu and
Xuekai Li and
Yuan{-}Fang Li and
Gholamreza Haffari and
Guilin Qi and
Yujin Zhu and
Guoqiang Xu* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L407-L420)
```WuLLHQZX21```
- [](https://ojs.aaai.org/index.php/AAAI/article/view/17717) [**Document-Level Relation Extraction with Adaptive Thresholding and
Localized Context Pooling**](https://ojs.aaai.org/index.php/AAAI/article/view/17717) ,
by *Wenxuan Zhou and
Kevin Huang and
Tengyu Ma and
Jing Huang* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1510-L1521)
```Zhou0M021```
- [](https://ojs.aaai.org/index.php/AAAI/article/view/17665) [**Entity Structure Within and Throughout: Modeling Mention Dependencies
for Document-Level Relation Extraction**](https://ojs.aaai.org/index.php/AAAI/article/view/17665) ,
by *Benfeng Xu and
Quan Wang and
Yajuan Lyu and
Yong Zhu and
Zhendong Mao* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1523-L1535)
```XuWLZM21```
- [](https://ojs.aaai.org/index.php/AAAI/article/view/17563) [**Multi-view Inference for Relation Extraction with Uncertain Knowledge**](https://ojs.aaai.org/index.php/AAAI/article/view/17563) ,
by *Bo Li and
Wei Ye and
Canming Huang and
Shikun Zhang* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1581-L1591)
```LiYHZ21```
- [](https://ojs.aaai.org/index.php/AAAI/article/view/17667) [**Document-Level Relation Extraction with Reconstruction**](https://ojs.aaai.org/index.php/AAAI/article/view/17667) ,
by *Wang Xu and
Kehai Chen and
Tiejun Zhao* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1630-L1639)
```XuCZ21```
- [](https://aaai.org/ojs/index.php/AAAI/article/view/6281) [**Neural Snowball for Few-Shot Relation Learning**](https://aaai.org/ojs/index.php/AAAI/article/view/6281) ,
by *Tianyu Gao and
Xu Han and
Ruobing Xie and
Zhiyuan Liu and
Fen Lin and
Leyu Lin and
Maosong Sun* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L329-L342) ```Neural Snowball
```
```GaoHX0LLS20```
- [](https://doi.org/10.1609/aaai.v33i01.33016407) [**Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation
Classification**](https://doi.org/10.1609/aaai.v33i01.33016407) ,
by *Tianyu Gao and
Xu Han and
Zhiyuan Liu and
Maosong Sun* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L315-L326) ```HATT
```
```GaoH0S19```
## IJCAI
- [](https://doi.org/10.24963/ijcai.2021/551) [**Document-level Relation Extraction as Semantic Segmentation**](https://doi.org/10.24963/ijcai.2021/551) ,
by *Zhang, Ningyu, Chen, Xiang, Xie, Xin, Deng, Shumin, Tan, Chuanqi, Chen, Mosha, Huang, Fei, Si, Luo and Chen, Huajun* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L149-L156)
```ijcai2021-551```
- [](https://doi.org/10.24963/ijcai.2021/535) [**Consistent Inference for Dialogue Relation Extraction**](https://doi.org/10.24963/ijcai.2021/535) ,
by *Long, Xinwei, Niu, Shuzi and Li, Yucheng* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L161-L168)
```ijcai2021-535```
## ECAI
- [](https://doi.org/10.3233/FAIA200321) [**Span-Based Joint Entity and Relation Extraction with Transformer Pre-Training**](https://doi.org/10.3233/FAIA200321) ,
by *Markus Eberts and
Adrian Ulges* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1-L9)
```EbertsU20```
## WWW
- [](https://doi.org/10.1145/3038912.3052708) [**CoType: Joint Extraction of Typed Entities and Relations with Knowledge
Bases**](https://doi.org/10.1145/3038912.3052708) ,
by *Xiang Ren and
Zeqiu Wu and
Wenqi He and
Meng Qu and
Clare R. Voss and
Heng Ji and
Tarek F. Abdelzaher and
Jiawei Han* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L51-L66)
```RenWHQVJAH17```
## TACL
- [](https://transacl.org/ojs/index.php/tacl/article/view/1028) [**Cross-A Large-Scale Document-Level RelatSentence N-ary Relation Extraction with Graph LSTMs**](https://transacl.org/ojs/index.php/tacl/article/view/1028) ,
by *Nanyun Peng and
Hoifung Poon and
Chris Quirk and
Kristina Toutanova and
Wen{-}tau Yih* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1707-L1719)
```PengPQTY17```
## ACM Comput. Surv.
- [](https://doi.org/10.1145/3241741) [**Relation Extraction Using Distant Supervision: A Survey**](https://doi.org/10.1145/3241741) ,
by *Alisa Smirnova and
Philippe Cudr{\'{e}}{-}Mauroux* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L195-L203) ```SmirnovaC19
```
```SmirnovaC19```
## NUSE-NAACL
- [](https://www.aclweb.org/anthology/2021.nuse-1.4) [**Document-level Event Extraction with Efficient End-to-end Learning of Cross-event Dependencies**](https://www.aclweb.org/anthology/2021.nuse-1.4) ,
by *Huang, Kung-Hsiang and
Peng, Nanyun* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L185-L193)
```huang-peng-2021-document```
## arXiv
- [](https://arxiv.org/abs/2104.07650) [**AdaPrompt: Adaptive Prompt-based Finetuning for Relation Extraction**](https://arxiv.org/abs/2104.07650) ,
by *Xiang Chen and
Xin Xie and
Ningyu Zhang and
Jiahuan Yan and
Shumin Deng and
Chuanqi Tan and
Fei Huang and
Luo Si and
Huajun Chen* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1763-L1778)
```abs-2104-07650```
- [](https://arxiv.org/abs/2108.12724) [**Event Extraction as Natural Language Generation**](https://arxiv.org/abs/2108.12724) ,
by *I-Hung Hsu, Kuan-Hao Huang, Elizabeth Boschee, Scott Miller, Prem Natarajan, Kai-Wei Chang and Nanyun Peng* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1780-L1787)
```hsu2021event```
- [](https://arxiv.org/abs/2104.08350) [**ESTER: A Machine Reading Comprehension Dataset for Event Semantic
Relation Reasoning**](https://arxiv.org/abs/2104.08350) ,
by *Rujun Han and
I{-}Hung Hsu and
Jiao Sun and
Julia Baylon and
Qiang Ning and
Dan Roth and
Nanyun Peng* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1789-L1806) ```EMNLP 2021, A QA dataset for event relation reasoning.
```
```abs-2104-08350```
- [](https://arxiv.org/abs/2104.08656) [**Learning from Noisy Labels for Entity-Centric Information Extraction**](https://arxiv.org/abs/2104.08656) ,
by *Wenxuan Zhou and
Muhao Chen* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1809-L1817) ```EMNLP 2021, Model ensembling for both NER and RE.
```
```abs-2104-08656```
- [](https://arxiv.org/abs/2108.12202) [**A Partition Filter Network for Joint Entity and Relation Extraction**](https://arxiv.org/abs/2108.12202) ,
by *Zhiheng Yan, Chong Zhang, Jinlan Fu, Qi Zhang and Zhongyu Wei* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1820-L1827) ```EMNLP 2021. A Non-transformer method for joint entity-relation extraction.
```
```yan2021partition```
- [](https://arxiv.org/abs/2109.02099) [**Knowing False Negatives: An Adversarial Training Method for Distantly Supervised Relation Extraction**](https://arxiv.org/abs/2109.02099) ,
by *Kailong Hao, Botao Yu and Wei Hu* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1830-L1837)
```hao2021knowing```
- [](https://arxiv.org/abs/2109.03322) [**Corpus-based Open-Domain Event Type Induction**](https://arxiv.org/abs/2109.03322) ,
by *Jiaming Shen, Yunyi Zhang, Heng Ji and Jiawei Han* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1840-L1847) ```EMNLP 2021. Proposing a new method for open event extraction.
```
```shen2021corpusbased```
- [](https://arxiv.org/abs/2109.05182) [**Speaker-Oriented Latent Structures for Dialogue-Based Relation Extraction**](https://arxiv.org/abs/2109.05182) ,
by *Guoshun Nan, Guoqing Luo, Sicong Leng, Yao Xiao and Wei Lu* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1850-L1857) ```EMNLP 2021
```
```nan2021speakeroriented```
- [](https://arxiv.org/abs/2108.10604) [**Prompt-Learning for Fine-Grained Entity Typing**](https://arxiv.org/abs/2108.10604) ,
by *Ning Ding and
Yulin Chen and
Xu Han and
Guangwei Xu and
Pengjun Xie and
Hai{-}Tao Zheng and
Zhiyuan Liu and
Juanzi Li and
Hong{-}Gee Kim* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1860-L1875)
```abs-2108-10604```
- [](https://arxiv.org/abs/2109.00720) [**LightNER: A Lightweight Generative Framework with Prompt-guided Attention for Low-resource NER**](https://arxiv.org/abs/2109.00720) ,
by *Xiang Chen, Ningyu Zhang, Lei Li, Xin Xie, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si and Huajun Chen* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1877-L1884)
```chen2021lightner```
- [](https://arxiv.org/abs/2105.08445) [**DRILL: Dynamic Representations for Imbalanced Lifelong Learning**](https://arxiv.org/abs/2105.08445) ,
by *Kyra Ahrens and
Fares Abawi and
Stefan Wermter* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1886-L1895)
```abs-2105-08445```
- [](https://arxiv.org/abs/2109.04108) [**MapRE: An Effective Semantic Mapping Approach for Low-resource Relation Extraction**](https://arxiv.org/abs/2109.04108) ,
by *Manqing Dong, Chunguang Pan and Zhipeng Luo* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1912-L1922) ```EMNLP 2021, proposing a label-aware method for low-resource relation extraction
```
```dong2021mapre```
- [](https://arxiv.org/abs/2109.04901) [**Document-level Entity-based Extraction as Template Generation**](https://arxiv.org/abs/2109.04901) ,
by *Kung-Hsiang Huang, Sam Tang and Nanyun Peng* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1925-L1936) ```EMNLP 2021, proposing a label-aware method for low-resource relation extraction
```
```huang2021documentlevel```
- [](https://arxiv.org/abs/2008.12283) [**Entity and Evidence Guided Relation Extraction for DocRED**](https://arxiv.org/abs/2008.12283) ,
by *Kevin Huang and
Guangtao Wang and
Tengyu Ma and
Jing Huang* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1751-L1761)
```abs-2008-12283```
- [](https://arxiv.org/abs/2010.16410) [**Semi-supervised Relation Extraction via Incremental Meta Self-Training**](https://arxiv.org/abs/2010.16410) ,
by *Xuming Hu and
Fukun Ma and
Chenyao Liu and
Chenwei Zhang and
Lijie Wen and
Philip S. Yu* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1897-L1909) ```EMNLP 2021
```
```abs-2010-16410```
- [](http://arxiv.org/abs/1909.11898) [**Fine-tune Bert for DocRED with Two-step Process**](http://arxiv.org/abs/1909.11898) ,
by *Hong Wang and
Christfried Focke and
Rob Sylvester and
Nilesh Mishra and
William Yang Wang* [[bib]](https://github.com/wutong8023/Awesome_Information_Extraction/blob/master/./bibtex.bib#L1724-L1735)
```abs-1909-11898```