Natural Language Processing

Libraries for working with human languages.

Newest releases

zhijing-jin A reading list of up-to-date papers on NLP for Social Good.

gagan3012 Idea is to build a model which will take keywords as inputs and generate sentences as outputs.

lucidrains Implementation of ResMLP, an all MLP solution to image classification out of Facebook AI, in Pytorch

xcfcode COVID-19 outbreak has become a global pandemic. NLP researchers are fighting the epidemic in their own way.

ShuaiBai623 ๐Ÿ† The 1st Place Submission to AICity Challenge 2021 Natural Language-Based Vehicle Retrieval Track (Alibaba-UTS submission)

prakhar21 The projects lets you extract glossary words and their definitions from a given piece of text automatically using NLP techniques

lucidrains An All-MLP solution for Vision, from Google AI, in Pytorch.

yandexdataschool YSDA course in Speech Processing.

SuyashMore Identify the emotion of multiple speakers in an Audio Segment

melihbodr Text classification tasks are most easily encountered in the area of natural language processing and can be used in various ways.

xxxsssyyy An Easy-to-use, Modular and Prolongable package of deep-learning based Named Entity Recognition Models.

artefactory All the goto functions you need to handle NLP use-cases, integrated in NLPretext

LeePleased Negative Sampling for NER Unlabeled entity problem is prevalent in many NER scenarios (e.g., weakly supervised NER). Our paper in ICLR-2021 proposes u

robustness-gym SummVis is an interactive visualization tool for text summarization systems, supporting analysis of models, data, and evaluation metrics.

uclanlp Papers on fairness in NLP

lonePatient A PyTorch-based toolkit for natural language processing

tuhinjubcse Creative NLG and Computational Creativity is becoming popular more so with the advent of Language Models. We hope to provide a list of great papers that can serve as a reference for researchers interested in such topics. This repo

princeton-nlp This repository contains the code and pre-trained models for our paper SimCSE: Simple Contrastive Learning of Sentence Embeddings.

NorskRegnesentral Labelled data remains a scarce resource in many practical NLP scenarios. This is especially the case when working with resource-poor languages (or text domains), or when using task-specific labels without pre-existing datasets

CODAIT Text Extensions for Pandas turns Pandas DataFrames into a universal data structure for representing intermediate data in all phases of your NLP application development workflow.

svpino This is a container wrapping OpenAI's CLIP model in a RESTful interface.

bojone ็ซฏๅˆฐ็ซฏ็š„้•ฟๆœฌๆ–‡ๆ‘˜่ฆๆจกๅž‹๏ผˆๆณ•็ ”ๆฏ2020ๅธๆณ•ๆ‘˜่ฆ่ต›้“๏ผ‰

microsoft ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-training

suoxinkey PlenOctrees_NeRF-SH This is an implementation of the Paper PlenOctrees for Real-time Rendering of Neural Radiance Fields. Not only the code provides t

lalitpagaria Obsei is intended to be an automation tool for text analysis need.

FedML-AI FedNLP is a research-oriented benchmarking framework for advancing federated learning (FL) in natural language processing (NLP). It uses FedML repository as the git submodule. In other words, FedNLP only focuses on adavanced model

FreddeFrallan OpenAI CLIP text encoders for multiple languages!

sooftware PyTorch Lightning is the lightweight PyTorch wrapper for high-performance AI research. PyTorch is extremely easy to use to build complex AI models. But once the research gets complicated and things like multi-GPU training, 16-bit

luozhouyang Automated Phrase Mining from Massive Text Corpora in Python.

Beomi ๊ณต๊ฐœ๋œ ํ•œ๊ตญ์–ด Transformer ๊ณ„์—ด ๋ชจ๋ธ๋“ค์€ ๋Œ€๋ถ€๋ถ„ ํ•œ๊ตญ์–ด ์œ„ํ‚ค, ๋‰ด์Šค ๊ธฐ์‚ฌ, ์ฑ… ๋“ฑ ์ž˜ ์ •์ œ๋œ ๋ฐ์ดํ„ฐ๋ฅผ ๊ธฐ๋ฐ˜์œผ๋กœ ํ•™์Šตํ•œ ๋ชจ๋ธ์ž…๋‹ˆ๋‹ค. ํ•œํŽธ, ์‹ค์ œ๋กœ NSMC์™€ ๊ฐ™์€ User-Generated Noisy text domain ๋ฐ์ดํ„ฐ์…‹์€ ์ •์ œ๋˜์ง€ ์•Š์•˜๊ณ  ๊ตฌ์–ด์ฒด ํŠน์ง•์— ์‹ ์กฐ์–ด๊ฐ€ ๋งŽ์œผ๋ฉฐ, ์˜คํƒˆ์ž ๋“ฑ ๊ณต์‹์ ์ธ ๊ธ€์“ฐ๊ธฐ์—์„œ ๋‚˜ํƒ€๋‚˜์ง€ ์•Š๋Š” ํ‘œํ˜„๋“ค์ด ๋นˆ๋ฒˆํ•˜๊ฒŒ ๋“ฑ์žฅํ•ฉ๋‹ˆ๋‹ค.

heartexlabs Label data using HuggingFace's transformers and automatically get a prediction service

declare-lab This repo contains implementation of different architectures for emotion recognition in conversations.

nvidia Megatron (1 and 2) is a large, powerful transformer developed by the Applied Deep Learning Research team at NVIDIA. This repository is for ongoing research on training large transformer language models at scale. We developed effic