Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

Natural language processing

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.

GitHub: https://github.com/topics/nlp
Wikipedia: https://en.wikipedia.org/wiki/Natural_language_processing
Created by: Alan Turing
Aliases: natural-language-processing, nlp-machine-learning, nlp-resources,
Last updated: 2024-11-11 00:19:59 UTC
JSON Representation

https://github.com/akoumjian/datefinder

Find dates inside text using Python and get back datetime objects

datetime nlp parser

Last synced: 13 Nov 2024

https://github.com/Liquid-Legal-Institute/Legal-Text-Analytics

A list of selected resources, methods, and tools dedicated to Legal Text Analytics.

legal legal-text-analytics nlp

Last synced: 07 Nov 2024

https://github.com/michaelthwan/searchgpt

Grounded search engine (i.e. with source reference) based on LLM / ChatGPT / OpenAI API. It supports web search, file content search etc.

ai chatgpt grounded-api grounded-bot language-model llm machine-learning nlp nlp-machine-learning openai python retrieval retrieval-model

Last synced: 09 Nov 2024

https://github.com/DanAnastasyev/DeepNLP-Course

Deep NLP Course

colab-notebook deep-learning keras nlp pytorch

Last synced: 04 Aug 2024

https://github.com/smoothnlp/SmoothNLP

专注于可解释的NLP技术 An NLP Toolset With A Focus on Explainable Inference

depedency-parsing nlp nlp-pipeline postagging python tokenizer

Last synced: 03 Aug 2024

https://github.com/huggingface/dataset-viewer

Lightweight web API for visualizing and exploring any dataset - computer vision, speech, text, and tabular - stored on the Hugging Face Hub

api-rest data datasets huggingface machine-learning nlp

Last synced: 09 Aug 2024

https://github.com/blacksamorez/tensor_parallel

Automatically split your PyTorch models on multiple GPUs for training & inference

deep-learning machine-learning natural-language-processing nlp python pytorch pytorch-transformers

Last synced: 05 Nov 2024

https://github.com/redhuntlabs/Octopii

An AI-powered Personal Identifiable Information (PII) scanner.

blackhat cloud cybersecurity image-processing machine-learning nlp ocr optical-character-recognition pii pii-detection python

Last synced: 05 Nov 2024

https://github.com/zkywsg/daily-deeplearning

🔥机器学习/深度学习/Python/算法面试/自然语言处理教程/剑指offer/machine learning/deeplearning/Python/Algorithm interview/NLP Tutorial

deep-learning leetcode leetcode-python leetcode-solutions machine-learning nlp python pytorch pytorch-nlp pytorch-tutorial pytorch-tutorials tensorflow tensorflow-examples tensorflow-tutorials

Last synced: 10 Oct 2024

https://github.com/ymcui/MacBERT

Revisiting Pre-trained Models for Chinese Natural Language Processing (MacBERT)

bert language-model macbert nlp pytorch tensorflow transformers

Last synced: 03 Aug 2024

https://github.com/cdqa-suite/cdQA

⛔ [NOT MAINTAINED] An End-To-End Closed Domain Question Answering System.

artificial-intelligence bert deep-learning information-retrieval natural-language-processing nlp pytorch question-answering reading-comprehension transformers

Last synced: 02 Aug 2024

https://github.com/gutfeeling/word_forms

Accurately generate all possible forms of an English word e.g "election" --> "elect", "electoral", "electorate" etc.

adjective adverb dictionary lemmatizer natural-language-processing nlp noun parts-of-speech stemmer verb-conjugations wordnet words

Last synced: 30 Oct 2024

https://github.com/thunlp/openhownet

Core Data of HowNet and OpenHowNet Python API

hownet knowledge-base nlp openhownet semantics sememe

Last synced: 10 Nov 2024

https://github.com/princeton-nlp/densephrases

[ACL 2021] Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too https://arxiv.org/abs/2012.12624

information-retrieval knowledge-base nlp open-domain-qa passage-retrieval slot-filling

Last synced: 11 Nov 2024

https://github.com/BlackSamorez/tensor_parallel

Automatically split your PyTorch models on multiple GPUs for training & inference

deep-learning machine-learning natural-language-processing nlp python pytorch pytorch-transformers

Last synced: 09 Aug 2024

https://github.com/princeton-nlp/DensePhrases

[ACL 2021] Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too https://arxiv.org/abs/2012.12624

information-retrieval knowledge-base nlp open-domain-qa passage-retrieval slot-filling

Last synced: 03 Nov 2024

https://github.com/samtecspg/articulate

A platform for building conversational interfaces with intelligent agents (chatbots)

chatbot nlp nlu react

Last synced: 29 Oct 2024

https://github.com/mit-han-lab/lite-transformer

[ICLR 2020] Lite Transformer with Long-Short Range Attention

nlp pytorch transformer

Last synced: 03 Aug 2024

https://github.com/bminixhofer/nlprule

A fast, low-resource Natural Language Processing and Text Correction library written in Rust.

grammar grammatical-error-correction machine-learning natural-language-processing nlp proofreading rust spellcheck style-checker

Last synced: 28 Oct 2024

https://github.com/bakwc/JamSpell

Modern spell checking library - accurate, fast, multi-language

cpp csharp java ngrams nlp python ruby spellcheck spellchecker spelling-correction

Last synced: 13 Nov 2024

https://github.com/ChenghaoMou/text-dedup

All-in-one text de-duplication

data-processing de-duplication nlp text-processing

Last synced: 04 Nov 2024

https://github.com/timbmg/sentence-vae

PyTorch Re-Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349

deep-learning generative-model neural-network nlp ptb pytorch vae

Last synced: 30 Oct 2024

https://github.com/changwookjun/nlp-paper

NLP Paper

bert deeplearning language-model meachinelearning nlp paper transfer-learning transformer

Last synced: 28 Oct 2024

https://github.com/titipata/pubmed_parser

:clipboard: A Python Parser for PubMed Open-Access XML Subset and MEDLINE XML Dataset

article doi medline-xml nlp parse parser pmid pubmed-central pubmed-parser python xml

Last synced: 13 Nov 2024

https://github.com/ymcui/Chinese-Mixtral

中文Mixtral混合专家大模型（Chinese Mixtral MoE LLMs）

32k 64k large-language-models llm mixtral mixture-of-experts moe nlp

Last synced: 29 Oct 2024

https://github.com/jerry1993-tech/Cornucopia-LLaMA-Fin-Chinese

聚宝盆(Cornucopia): 中文金融系列开源可商用大模型，并提供一套高效轻量化的垂直领域LLM训练框架(Pretraining、SFT、RLHF、Quantize等)

chinese finance large-language-models llama nlp qa rlhf sft text-generation transformers

Last synced: 02 Nov 2024

https://github.com/HKUST-KnowComp/R-Net

Tensorflow Implementation of R-Net

machine-comprehension nlp r-net squad tensorflow

Last synced: 07 Aug 2024

https://github.com/rinnakk/japanese-pretrained-models

Code for producing Japanese pretrained models provided by rinna Co., Ltd.

gpt2 japanese nlp roberta

Last synced: 06 Nov 2024

https://github.com/graphbrain/graphbrain

Language, Knowledge, Cognition

artificial-intelligence cognitive-science computational-social-science hypergraphs knowledge knowledge-base knowledge-graph knowledge-representation natural-language-processing natural-language-understanding nlp philosophy python text-analysis text-mining

Last synced: 06 Nov 2024

https://github.com/graykode/xlnet-pytorch

Simple XLNet implementation with Pytorch Wrapper

bert natural-language-processing nlp pytorch xlnet xlnet-pytorch

Last synced: 30 Oct 2024

https://github.com/graykode/xlnet-Pytorch

Simple XLNet implementation with Pytorch Wrapper

bert natural-language-processing nlp pytorch xlnet xlnet-pytorch

Last synced: 04 Nov 2024

https://github.com/mozilla/firefox-translations

Firefox Translations is a webextension that enables client side translations for web browsers.

deep-neural-networks firefox javascript nlp nmt translation webextension

Last synced: 27 Oct 2024

https://github.com/vncorenlp/VnCoreNLP

A Vietnamese natural language processing toolkit (NAACL 2018)

dependency-parsing java named-entity-recognition natural-language-processing ner nlp parsing pos-tagger pos-tagging python3 rdrsegmenter sentence-segmentation vietnamese vietnamese-nlp vietnamese-tokenizer vncorenlp vnmarmot word-segmentation word-segmenter

Last synced: 25 Oct 2024

https://github.com/ymcui/chinese-mixtral

中文Mixtral混合专家大模型（Chinese Mixtral MoE LLMs）

32k 64k large-language-models llm mixtral mixture-of-experts moe nlp

Last synced: 28 Oct 2024

https://github.com/NirantK/NLP_Quickbook

NLP in Python with Deep Learning

ensemble language-processing natural-language natural-language-processing nlp practitioners spacy spacy-nlp spell-correction text-classification tutorial-code

Last synced: 13 Nov 2024

https://ucinlp.github.io/autoprompt/

AutoPrompt: Automatic Prompt Construction for Masked Language Models.

evaluation language-model nlp

Last synced: 04 Aug 2024

https://github.com/ucinlp/autoprompt

AutoPrompt: Automatic Prompt Construction for Masked Language Models.

evaluation language-model nlp

Last synced: 04 Aug 2024

https://github.com/zhang17173/Event-Extraction

基于法律裁判文书的事件抽取及其应用，包括数据的分词、词性标注、命名实体识别、事件要素抽取和判决结果预测等内容

cnn-classification deep-learning event-extraction judgment nlp word2vec

Last synced: 06 Aug 2024

https://github.com/re-search/DocProduct

Medical Q&A with Deep Language Models

artificial-intelligence bert deep-learning gpt-2 health healthcare machine-learning medical nlp tensorflow tensorflow-2

Last synced: 11 Nov 2024

https://github.com/re-search/docproduct

Medical Q&A with Deep Language Models

artificial-intelligence bert deep-learning gpt-2 health healthcare machine-learning medical nlp tensorflow tensorflow-2

Last synced: 11 Nov 2024

https://github.com/dmitrizzle/chat-bubble

Simple chatbot UI for the Web with JSON scripting 👋🤖🤙

bot bot-framework chat-bots chatbot chatbot-ui javascript natural-language-classifiers nlp

Last synced: 04 Aug 2024

https://github.com/nirantk/nlp_quickbook

NLP in Python with Deep Learning

ensemble language-processing natural-language natural-language-processing nlp practitioners spacy spacy-nlp spell-correction text-classification tutorial-code

Last synced: 14 Oct 2024

https://github.com/underneathall/pinferencia

Python + Inference - Model Deployment library in Python. Simplest model inference server ever.

ai artificial-intelligence computer-vision data-science deep-learning huggingface inference inference-server machine-learning model-deployment model-serving modelserver nlp paddlepaddle predict python pytorch serving tensorflow transformers

Last synced: 31 Oct 2024

https://github.com/google-research/bigbird

Transformers for Longer Sequences

bert deep-learning longer-sequences nlp transformer

Last synced: 10 Nov 2024

https://github.com/yassouali/ML-paper-notes

:notebook: Notes and summaries of various ML, Computer Vision & NLP papers.

computer-vision deep-learning machine-learning natural-language-processing nlp summary

Last synced: 04 Nov 2024

https://github.com/tasdikrahman/vocabulary

[Not Maintained anymore] Python Module to get Meanings, Synonyms and what not for a given word

antonym api dictionary glosbe nlp pronunciation python synonyms wordnik

Last synced: 31 Oct 2024

https://github.com/webis-de/small-text

Active Learning for Text Classification in Python

active-learning deep-learning looking-for-contributors machine-learning natural-language-processing nlp python pytorch text-classification transformers

Last synced: 13 Nov 2024

https://github.com/jerryji1993/DNABERT

DNABERT: pre-trained Bidirectional Encoder Representations from Transformers model for DNA-language in genome

deep-learning dnabert-model genome gpu kmer kmer-format machine-learning natural-language-processing nlp sequence

Last synced: 08 Aug 2024

https://github.com/bab2min/tomotopy

Python package of Tomoto, the Topic Modeling Tool

Last synced: 11 Nov 2024

https://github.com/princeton-nlp/LLM-Shearing

[ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning

efficiency llama llama2 llm nlp pre-training pruning

Last synced: 08 Nov 2024

https://github.com/huggingface/transformers-bloom-inference

Fast Inference Solutions for BLOOM

bloom huggingface-transformers nlp pytorch

Last synced: 03 Aug 2024

https://github.com/pysentimiento/pysentimiento

A Python multilingual toolkit for Sentiment Analysis and Social NLP tasks

nlp sentiment-analysis transformers

Last synced: 27 Oct 2024

https://github.com/shuaihuaiyi/QA

使用深度学习算法实现的中文问答系统

lstm nlp

Last synced: 04 Aug 2024

https://github.com/princeton-nlp/llm-shearing

[ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning

efficiency llama llama2 llm nlp pre-training pruning

Last synced: 10 Oct 2024

https://github.com/JayYip/m3tl

BERT for Multitask Learning

bert cws encoder-decoder multi-task-learning multitask-learning named-entity-recognition ner nlp part-of-speech pretrained-models text-classification transformer word-segmentation

Last synced: 02 Nov 2024

https://github.com/JayYip/bert-multiple-gpu

BERT for Multitask Learning

bert cws encoder-decoder multi-task-learning multitask-learning named-entity-recognition ner nlp part-of-speech pretrained-models text-classification transformer word-segmentation

Last synced: 11 Aug 2024

https://github.com/JayYip/bert-multitask-learning

BERT for Multitask Learning

bert cws encoder-decoder multi-task-learning multitask-learning named-entity-recognition ner nlp part-of-speech pretrained-models text-classification transformer word-segmentation

Last synced: 11 Aug 2024

https://github.com/jayyip/m3tl

BERT for Multitask Learning

bert cws encoder-decoder multi-task-learning multitask-learning named-entity-recognition ner nlp part-of-speech pretrained-models text-classification transformer word-segmentation

Last synced: 11 Nov 2024

https://github.com/Teamlinker/Teamlinker

Teamlinker is a team collaboration platform that integrates multi-functional modules. Users can process tasks in parallel, including six functional modules: project, wiki, calendar, meeting, chat and network disk, achieving seamless integration and improving team collaboration efficiency.

arco-design artificial-intelligence calendar chat confluence cooperation documentation javascript mediasoup meeting nlp nodejs project-management teamwork typescript video-conferencing vue webos wiki workflow

Last synced: 07 Nov 2024

https://github.com/web-arena-x/webarena

Code repo for "WebArena: A Realistic Web Environment for Building Autonomous Agents"

agent nlp

Last synced: 03 Aug 2024

https://github.com/voidful/textrl

Implementation of ChatGPT RLHF (Reinforcement Learning with Human Feedback) on any generation model in huggingface's transformer (blommz-176B/bloom/gpt/bart/T5/MetaICL)

chatgpt controlled-nlg gpt-2 gpt-3 language-model nlg nlp pytorch reinforcement-learning rlhf

Last synced: 09 Nov 2024

https://github.com/xlang-ai/UnifiedSKG

[EMNLP 2022] Unifying and multi-tasking structured knowledge grounding with language models

data-to-text fact-verification huggingface-datasets huggingface-transformers multi-task-learning natural-language-processing nlp prompt-learning pytorch question-answering semantic-parsing structured-knowledge-grounding text-generation

Last synced: 03 Aug 2024

https://github.com/monarch-initiative/ontogpt

LLM-based ontological extraction tools, including SPIRES

ai chat-gpt data-modeling gpt-3 information-extraction language-models large-language-models linkml llm monarchinitiative named-entity-recognition ner nlp oaklib obofoundry relation-extraction

Last synced: 04 Nov 2024

https://github.com/voidful/TextRL

Implementation of ChatGPT RLHF (Reinforcement Learning with Human Feedback) on any generation model in huggingface's transformer (blommz-176B/bloom/gpt/bart/T5/MetaICL)

chatgpt controlled-nlg gpt-2 gpt-3 language-model nlg nlp pytorch reinforcement-learning rlhf

Last synced: 31 Oct 2024

https://github.com/hb20007/hands-on-nltk-tutorial

The hands-on NLTK tutorial for NLP in Python

binder didactic jupyter jupyter-notebook jupyter-notebooks nlp nlp-machine-learning nlp-resources nltk nltk-library nltk3 notebook notebook-jupyter notebooks tutorial tutorials

Last synced: 30 Oct 2024

https://github.com/Langboat/Mengzi

Mengzi Pretrained Models

bert chinese-bert deep-learning language-understanding natural-language-processing nlp pytorch

Last synced: 30 Oct 2024

https://github.com/langboat/mengzi

Mengzi Pretrained Models

bert chinese-bert deep-learning language-understanding natural-language-processing nlp pytorch

Last synced: 09 Nov 2024

https://github.com/ukairia777/tensorflow-nlp-tutorial

tensorflow를 사용하여 텍스트 전처리부터, Topic Models, BERT, GPT, LLM과 같은 최신 모델의 다운스트림 태스크들을 정리한 Deep Learning NLP 저장소입니다.

bert bert-ner dpo huggingface keras-tutorial llama llm lora named-entity-recognition natural-language-processing nlp nlp-tutorial question-answering sft tensorflow trainer transformers

Last synced: 09 Nov 2024

https://github.com/neilgupta/Sherlock

Natural-language event parser for Javascript

datetime event-parser javascript natural-language-processing nlp regex

Last synced: 03 Aug 2024

https://github.com/TinyLLaVA/TinyLLaVA_Factory

A Framework of Small-scale Large Multimodal Models

large-multimodal-models llama llava nlp tinyllama transformers vision-language

Last synced: 02 Aug 2024

https://github.com/udibr/headlines

Automatically generate headlines to short articles

generation keras nlp rnn summarization

Last synced: 07 Aug 2024

https://github.com/neuml/codequestion

🔎 Semantic search for developers

machine-learning nlp python search txtai

Last synced: 28 Oct 2024

https://github.com/medspacy/medspacy

Library for clinical NLP with spaCy.

clinical-nlp medspacy nlp nlp-library pipeline spacy

Last synced: 14 Oct 2024

https://github.com/OpenLemur/Lemur

[ICLR 2024] Lemur: Open Foundation Models for Language Agents

code-generation language-model machine-learning natural-language-processing nlp text-reasoning

Last synced: 03 Aug 2024

https://github.com/Shark-NLP/OpenICL

OpenICL is an open-source framework to facilitate research, development, and prototyping of in-context learning.

in-context-learning language-model nlp

Last synced: 03 Aug 2024

https://github.com/dair-ai/pytorch_notebooks

🔥 A collection of PyTorch notebooks for learning and practicing deep learning

deep-learning machine-learning nlp pytorch

Last synced: 03 Sep 2024

https://github.com/theamrzaki/text_summurization_abstractive_methods

Multiple implementations for abstractive text summurization , using google colab

abstractive-text-summarization ai artificial-intelligence deep-learning deeplearning encoder-decoder google-colab google-colaboratory machine-learning machinelearning nlp pointer-generator policy-gradient reinforcement-learning rnn seq2seq tensorflow text-summarization word2vec

Last synced: 04 Aug 2024

https://github.com/airalcorn2/Deep-Semantic-Similarity-Model

My Keras implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://research.microsoft.com/pubs/226585/cikm2014_cdssm_final.pdf.

deep-learning information-retrieval keras natural-language-processing nlp

Last synced: 07 Aug 2024

https://github.com/allenai/allennlp-models

Officially supported AllenNLP models

allennlp nlp pytorch

Last synced: 26 Sep 2024

https://github.com/stanfordnlp/python-stanford-corenlp

Python interface to CoreNLP using a bidirectional server-client interface.

corenlp corenlp-server nlp

Last synced: 08 Nov 2024

https://github.com/hubtype/botonic

Build chatbots and conversational experiences using React

bot-framework bots chatbots cms contentful conversational-apps conversational-interfaces conversational-ui dialogflow javascript nlp nlu react watson

Last synced: 14 Oct 2024

https://github.com/jokenox/Goopt

🔍 Search Engine for a Procedural Simulation of the Web with GPT-3.

gpt-3 gpt3 javascript natural-language-processing nlp procedural procedural-content procedural-content-generation procedural-generation procedural-web react reactjs simulation simulator tailwindcss web web3

Last synced: 08 Nov 2024

https://github.com/EricFillion/happy-transformer

Happy Transformer makes it easy to fine-tune and perform inference with NLP Transformer models.

ai artificial-intelligence bert deep-learning language-models machine-learning natural-language-processing nlp python question-answering roberta text-classification transformers

Last synced: 03 Sep 2024

https://github.com/CornellNLP/ConvoKit

ConvoKit is a toolkit for extracting conversational features and analyzing social phenomena in conversations. It includes several large conversational datasets along with scripts exemplifying the use of the toolkit on these datasets.

computational-social-science conversational-ai conversational-analysis conversations dataset dialogs machine-learning nlp toolkit

Last synced: 26 Oct 2024

https://github.com/CornellNLP/Cornell-Conversational-Analysis-Toolkit

computational-social-science conversational-ai conversational-analysis conversations dataset dialogs machine-learning nlp toolkit

Last synced: 05 Aug 2024

https://github.com/OpenBMB/CPM-Live

Live Training for Open-source Big Models

deep-learning multi-task-learning natural-language-generation natural-language-processing natural-language-understanding nlp parameter-efficient-learning pretrained-language-model

Last synced: 09 Aug 2024

https://github.com/subho406/OmniNet

Official Pytorch implementation of "OmniNet: A unified architecture for multi-modal multi-task learning" | Authors: Subhojeet Pramanik, Priyanka Agrawal, Aman Hussain

artificial-intelligence deep-learning image-captioning machine-learning multimodal-learning multitask-learning neural-network nlp transformer video-recognition