Most popular nlp repositories and open source projects

Natural language processing (NLP) is a field of computer science that studies how computers and humans interact. In the 1950s, Alan Turing published an article that proposed a measure of intelligence, now called the Turing test. More modern techniques, such as deep learning, have produced results in the fields of language modeling, parsing, and natural-language tasks.

SentimentAnalysis

Sentiment analysis neural network trained by fine-tuning BERT, ALBERT,...

43 333 333

troll

Language sentiment analysis and neural networks... for trolls.

13 332 332

chatbot_ner

chatbot_ner: Named Entity Recognition for chatbots.

133 330 330

camel_tools

A suite of Arabic natural language processing tools developed by the C...

68 330 330

deep_srl

Code and pre-trained model for: Deep Semantic Role Labeling: What Work...

76 329 329

Issue-Label-Bot

Code For The Issue Label Bot, an App that automatically labels issues...

84 329 329

paraphrase-id-tensorflow

Various models and code (Manhattan LSTM, Siamese LSTM + Matching Layer...

72 328 328

OpenUE

[EMNLP 2020] OpenUE: An Open Toolkit of Universal Extraction from Text

59 327 327

spanish-word-embeddings

Spanish word embeddings computed with different methods and from diffe...

77 326 326

Seq2seq-Chatbot-for-Keras

This repository contains a new generative model of chatbot based on se...

98 325 325

qa_match

A simple effective ToolKit for short text matching

83 324 324

tldrstory

📊 Semantic search for headlines and story text

26 324 324

gsdmm

GSDMM: Short text clustering

92 324 324

PyKoSpacing

Automatic Korean word spacing with Python

106 322 322

KR-WordRank

비지도학습 방법으로 한국어 텍스트에서 단어/키워드를 자동으로 추출하는...

57 321 321

code-switching-papers

A curated list of research papers and resources on code-switching

40 321 321

chatgpt

Interface to ChatGPT from R

37 320 320

MLDemo

This repo is all the machine learning related project codes and their...

136 319 319

NLPGNN

1. Use BERT, ALBERT and GPT2 as tensorflow2.0's layer. 2. Implement...

62 318 318

dliss-tutorial

Tutorial for International Summer School on Deep Learning, 2019

60 317 317

pytextclassifier

pytextclassifier is a toolkit for text classification. 文本分类，LR，X...

54 317 317

tner

Language model fine-tuning on NER with an easy interface and cross-dom...

33 316 316

electra_pytorch

Pretrain and finetune ELECTRA with fastai and huggingface. (Results of...

41 314 314

NLP_Datasets

My NLP datasets for Russian language

50 313 313

kg-baseline-pytorch

2019百度的关系抽取比赛，使用Pytorch实现苏神的模型，F1在dev集可达到0.75...

56 313 313

OpenAI-CLIP

Simple implementation of OpenAI CLIP model in PyTorch.

50 313 313

StruMatchDL

Codes for ICML 2022 paper: Matching Structure for Dual Learning

2 311 311

stringi

Fast and portable character string processing in R (with the Unicode I...

49 311 311

mlm-scoring

Python library & examples for Masked Language Model Scoring (ACL 2020)

60 308 308

stopwords

Default English stopword lists from many different sources

128 307 307

insight

Repository for Project Insight: NLP as a Service

46 306 306

Transformers_for_Text_Classification

基于Transformers的文本分类

66 305 305

fugashi

A Cython MeCab wrapper for fast, pythonic Japanese tokenization and mo...

26 305 305

HSCRF-pytorch

ACL 2018: Hybrid semi-Markov CRF for Neural Sequence Labeling (http://...

70 304 304

bert_distill

BERT distillation（基于BERT的蒸馏实验）

83 304 304

nlp_newsletter

📰Natural language processing (NLP) newsletter

20 303 303

sparsezoo

Neural network model repository for highly sparse and sparse-quantized...

20 302 302

prodigy-openai-recipes

✨ Bootstrap annotation with zero- & few-shot learning via OpenAI GPT-...

26 302 302

textpipe

Textpipe: clean and extract metadata from text

27 301 301

Chatette

A powerful dataset generator for Rasa NLU, inspired by Chatito

52 301 301

bert-sklearn

a sklearn wrapper for Google's BERT model

70 301 301

news-emotion

📉 金融文本情感分析模型

126 300 300

RasaTalk

A chatbot framework for Rasa NLU

86 300 300

rasa_nlu_gq

turn natural language into structured data(支持中文，自定义了N种模型，...

99 298 298

BERT-of-Theseus

⛵️The official PyTorch implementation for "BERT-of-Theseus: Compressi...

38 298 298

lda

LDA topic modeling for node.js

48 297 297

XPretrain

Multi-modality pre-training

15 297 297

simple-effective-text-matching-pytorch

A pytorch implementation of the ACL2019 paper "Simple and Effective Te...

54 296 296

multi-criteria-cws

Simple Solution for Multi-Criteria Chinese Word Segmentation

85 295 295

NER-pytorch

LSTM+CRF NER

102 295 295