# nlp_study

**Repository Path**: alexsgitee/nlp_study

## Basic Information

- **Project Name**: nlp_study
- **Description**: 自学nlp，包括论文和代码实现
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2022-03-16
- **Last Updated**: 2024-04-02

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

## nlp-study

1. Basic Embedding Model
- 1-1 NNLM(Neural Network Language Model) - Predict Next Word
  - Paper:
    - 1. [A Neural Probabilistic Language Model(2003)](https://www.jmlr.org/papers/volume3/bengio03a/bengio03a.pdf)
- 1-2. Word2Vec(Skip-gram) - Embedding Words and Show Graph
    - Paper:
      - [Efficient Estimation of Word Representations in Vector Space](https://arxiv.org/pdf/1301.3781v3.pdf)
      - [Distributed Representations of Sentences and Documents](https://cs.stanford.edu/~quocle/paragraph_vector.pdf)
    
    - Colab:
      - [Word2Vec.ipynb](02-Word2Vec/Word2Vec.ipynb)
      - [word2vec在推荐系统的应用](02-Word2Vec/w2v_recommend.ipynb)