Most popular natural-language-processing 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.

BOND

BOND: BERT-Assisted Open-Domain Name Entity Recognition with Distant S...

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extreme-bert

ExtremeBERT is a toolkit that accelerates the pretraining of customize...

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cliport

CLIPort: What and Where Pathways for Robotic Manipulation

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MINERVA

Meandering In Networks of Entities to Reach Verisimilar Answers

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nlp-tutorial

Tutorial: Natural Language Processing in Python

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bist-parser

Graph-based and Transition-based dependency parsers based on BiLSTMs

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recurrent-entity-networks

TensorFlow implementation of "Tracking the World State with Recurrent...

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Multi-Type-TD-TSR

Extracting Tables from Document Images using a Multi-stage Pipeline fo...

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ToD-BERT

Pre-Trained Models for ToD-BERT

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stopwords

Default English stopword lists from many different sources

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awesome-bioie

🧫 A curated list of resources relevant to doing Biomedical Informatio...

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squirrel-core

A Python library that enables ML teams to share, load, and transform d...

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awesome-tensorlayer

A curated list of dedicated resources and applications

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100-Days-of-NLP

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hmni

πŸ“› Fuzzy Name Matching with Machine Learning

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Contrastive_Learning_Papers

A list of contrastive Learning papers

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Awesome-Swiss-German

Multi-language Analyze text in 26 Cantonal Swiss German, Italian, Germ...

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AI-Job-Info

δΊ’θ”η½‘ε€§εŽ‚ι’θ―•η»ιͺŒ

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shifterator

Interpretable data visualizations for understanding how texts differ a...

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pytorch-question-answering

Important paper implementations for Question Answering using PyTorch

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SpeechTransProgress

Tracking the progress in end-to-end speech translation

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rasa-chatbot-templates

RASA chatbot use case boilerplate

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KagNet

Knowledge-Aware Graph Networks for Commonsense Reasoning (EMNLP-IJCNLP...

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NLP-Natural-Language-Processing

Projects and useful articles / links

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jack

Jack the Reader

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multimodal-sentiment-analysis

Attention-based multimodal fusion for sentiment analysis

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acl-anthology

Data and software for building the ACL Anthology.

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dialoglue

DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriente...

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spaczz

Fuzzy matching and more functionality for spaCy.

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kairon

Agentic AI platform that harnesses Visual LLM Chaining to build proact...

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id-nlp-resource

A list of Indonesian NLP resources.

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nlp-labelling

Labelling platform for text using weak supervision.

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MultiBench

[NeurIPS 2021] Multiscale Benchmarks for Multimodal Representation Lea...

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pytorch_graph-rel

A PyTorch implementation of GraphRel

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character-based-cnn

Implementation of character based convolutional neural network

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ChemDataExtractor

Automatically extract chemical information from scientific documents

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practical-1

Oxford Deep NLP 2017 course - Practical 1: word2vec

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neat-vision

Neat (Neural Attention) Vision, is a visualization tool for the attent...

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OpenUnivCourses

FREE ML Courses from Top Universities in CS

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spacy-api-docker

spaCy REST API, wrapped in a Docker container.

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RESIDE

EMNLP 2018: RESIDE: Improving Distantly-Supervised Neural Relation Ext...

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revery

A personal semantic search engine capable of surfacing relevant bookma...

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dilated-cnn-ner

Dilated CNNs for NER in TensorFlow

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chazutsu

The tool to make NLP datasets ready to use

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text2text

Text2Text: Crosslingual NLP/G toolkit

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AIND-NLP

Coding exercises for the Natural Language Processing concentration, pa...

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backprop

Backprop makes it simple to use, finetune, and deploy state-of-the-art...

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parallax

Tool for interactive embeddings visualization

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spacy-services

πŸ’« REST microservices for various spaCy-related tasks

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tensorflow_qrnn

QRNN implementation for TensorFlow

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