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100-nlp-papers

100 Must-Read NLP Papers

abae-pytorch

PyTorch implementation of 'An Unsupervised Neural Attention Model for Aspect Extraction' by He et al. ACL2017'

absa-bert-pair

Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence (NAACL 2019)

absa-pytorch

Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。

absapapers

Must-read papers and related awesome resources on aspect-based sentiment analysis (ABSA). 值得一读的方面级情感分析论文与相关资源集合

accum_optimizer_for_keras

wrapping a keras optimizer to implement gradient accumulation

adversarial_text

Code for Adversarial Training Methods for Semi-Supervised Text Classification

augmentor

Image augmentation library in Python for machine learning.

awesome-graph-classification

A collection of important graph embedding, classification and representation learning papers with implementations.

awesome-nlp-sentiment-analysis

:book: 收集NLP领域相关的数据集、论文、开源实现，尤其是情感分析、情绪原因识别、评价对象和评价词抽取方面。

baseline

baseline for ccks2019-ipre

biaffine-dependency-parser

A graph based dependency parser in PyTorch.

bidtree

The implementation of TASLP 2019 paper Improving Aspect Term Extraction with Bidirectional Dependency Tree Representation

bigcn

Source Codes: Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks--AAAI 2020

bilm-tf

Tensorflow implementation of contextualized word representations from bi-directional language models

ccafuse

Feature fusion using Canonical Correlation Analysis (CCA)

ccks2018

CCKS 2018 开放领域的中文问答任务 1st 解决方案

chinese-char-rnn

Character-Level language models

chinese-customer-review

Dataset from 'Character-based BiLSTM-CRF Incorporating POS and Dictionaries for Chinese Opinion Target Extraction'

chinese-word-vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

chinesenre

中文实体关系抽取，pytorch，bilstm+attention

contextual_augmentation

Contextual augmentation, a text data augmentation using a bidirectional language model.

crf

keras implementation of conditional random field

cs224n-stanford-winter-2019

The collection of ALL relevant materials about CS224N-Stanford/Winter 2019 course. THANKS TO THE PROFESSOR AND TAs! 斯坦福大学CS224N 【2019】课程的【所有】相关的资料。感谢Chris Manning教授和Abigail See，感谢所有助教！

cs224n-winter-2017

All lecture notes, slides and assignments from CS224n: Natural Language Processing with Deep Learning class by Stanford

dcn

This is outdated -- New version: https://github.com/boyangumn/DCN-New

dcn-new

Updated version of DCN

de-cnn

Code for ACL 2018 paper "Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction"

deep-k-means

deepcca

An implementation of Deep Canonical Correlation Analysis (DCCA or Deep CCA) with pytorch.