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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.

https://github.com/lonepatient/electra_pytorch

ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators

bert deeplearning electra glue language-model nlp pytorch

Last synced: 06 Nov 2024

https://github.com/fdalvi/neurox

A Python library that encapsulates various methods for neuron interpretation and analysis in Deep NLP models.

explainable-ai natural-language-processing neurons nlp nlp-machine-learning

Last synced: 14 Nov 2024

https://github.com/ikegami-yukino/oseti

Dictionary based Sentiment Analysis for Japanese

japanese-language nlp sentiment-analysis sentiment-polarity

Last synced: 17 Nov 2024

https://github.com/fdalvi/NeuroX

A Python library that encapsulates various methods for neuron interpretation and analysis in Deep NLP models.

explainable-ai natural-language-processing neurons nlp nlp-machine-learning

Last synced: 17 Nov 2024

https://github.com/epwalsh/nlp-models

NLP research experiments, built on PyTorch within the AllenNLP framework.

allennlp nlp pytorch pytorch-nlp

Last synced: 01 Nov 2024

https://github.com/bjascob/pyinflect

A python module for word inflections designed for use with spaCy.

inflection nlp python spacy spacy-extension

Last synced: 07 Nov 2024

https://github.com/kyubyong/name2nat

name2nat: a Python package for nationality prediction from a name

names nationality nlp

Last synced: 10 Nov 2024

https://github.com/saidziani/arabic-news-article-classification

Automatic categorization of documents, consists in assigning a category to a text based on the information it contains. We'll follow different approach of Supervised Machine Learning.

arabic-language arabic-nlp corpora machine-learning nlp nltk python3 text-categorization

Last synced: 28 Oct 2024

https://github.com/saidziani/Arabic-News-Article-Classification

Automatic categorization of documents, consists in assigning a category to a text based on the information it contains. We'll follow different approach of Supervised Machine Learning.

arabic-language arabic-nlp corpora machine-learning nlp nltk python3 text-categorization

Last synced: 14 Nov 2024

https://github.com/lsys/lexicalrichness

:smile_cat: :speech_balloon: A module to compute textual lexical richness (aka lexical diversity).

data-mining data-science information-retrieval lexical-analysis lexical-analyzer linguistic-analysis natural-language natural-language-processing nlp python

Last synced: 16 Nov 2024

https://github.com/qdata/lamp

ECML 2019: Graph Neural Networks for Multi-Label Classification

computer-vision graph-attention-networks graph-neural-networks multi-label-classification nlp transformers

Last synced: 12 Nov 2024

https://github.com/julesbelveze/concepcy

💫 SpaCy wrapper for ConceptNet 💫

conceptnet nlp spacy

Last synced: 14 Oct 2024

https://github.com/shibing624/pysenti

Chinese Sentiment Classification Tool. 情感极性分类，基于知网、清华、BosonNLP情感词典，易扩展，基准方法，开箱即用。

nlp sentiment-classification

Last synced: 15 Nov 2024

https://github.com/kakaobrain/helo-word

Team Kakao&Brain's Grammatical Error Correction System for the ACL 2019 BEA Shared Task

deep-learning fairseq grammatical-error-correction nlp pre-training transfer-learning transformer

Last synced: 10 Nov 2024

https://github.com/mohabmes/Arabycia

Arabic NLP tool used to perform Text Search, POS tagging, Translation, auto-diacritization, etc..

arabic-language arabic-nlp nlp

Last synced: 14 Nov 2024

https://github.com/maxoodf/russian_news_corpus

Russian mass media stemmed texts corpus / Корпус лемматизированных (морфологически нормализованных) текстов российских СМИ

articles corpus machine-learning ml nlp nlp-machine-learning russian text word2vec

Last synced: 15 Aug 2024

https://github.com/ines/spacy-graphql

🤹‍♀️ Query spaCy's linguistic annotations using GraphQL

flask flask-api graphql natural-language-processing nlp python spacy

Last synced: 08 Nov 2024

https://github.com/mohabmes/arabycia

Arabic NLP tool used to perform Text Search, POS tagging, Translation, auto-diacritization, etc..

arabic-language arabic-nlp nlp

Last synced: 27 Oct 2024

https://github.com/louisbrulenaudet/apple-ocr

Easy-to-Use Apple Vision wrapper for text extraction, scalar representation and clustering using K-means.

apple clustering kmeans nlp ocr ocr-recognition pyobjc python scatter-plot sklearn

Last synced: 10 Oct 2024

https://github.com/forzagreen/n2words

Convert numerical numbers to written numbers, in 25+ languages.

convert-numbers language natural-language nlp

Last synced: 15 Nov 2024

https://github.com/arazd/ProgressivePrompts

Progressive Prompts: Continual Learning for Language Models

continual-learning llms nlp prompt-tuning

Last synced: 09 Aug 2024

https://github.com/google/langfun

Empower LLMs with Symbols.

framework llms nlp

Last synced: 23 Oct 2024

https://github.com/quanta-quest/quanta-quest

AI-powered universal search for all your personal data, tailored just for you. Goal:The world's first product with "edge-side LLMs + consumer data localization" as its core development direction.

agent ai anthropic bert chatgpt claude edge-computing gpt huggingface knowledgebase language-models llm nextjs nlp personal-ass rag semantic-vector-search transformers universal-search workflow

Last synced: 30 Oct 2024

https://github.com/hyperparticle/graph-nlu

Graph NLU is a natural language understanding tool that leverages the power of graph databases

ipython jupyter machine-learning natural-language neo4j nlp nlu research

Last synced: 12 Oct 2024

https://github.com/thunlp/sememepso-attack

Code and data of the ACL 2020 paper "Word-level Textual Adversarial Attacking as Combinatorial Optimization"

adversarial-attacks adversarial-examples nlp pso sememe

Last synced: 10 Nov 2024

https://github.com/philgooch/abbreviation-extraction

Python3 implementation of the Schwartz-Hearst algorithm for extracting abbreviation-definition pairs

abbreviations information-extraction keyword-extraction nlp python3

Last synced: 04 Nov 2024

https://github.com/legacyai/tf-transformers

State of the art faster Transformer with Tensorflow 2.0 ( NLP, Computer Vision, Audio ).

bert gpt2 keras language-model natural-language-processing nlp nlp-library tensorflow tensorflow2 text-classification text-generation transformer

Last synced: 07 Nov 2024

https://github.com/ARBML/tkseem

Arabic Tokenization Library. It provides many tokenization algorithms.

arabic-nlp nlp tkseem tokenization

Last synced: 27 Oct 2024

https://github.com/bernhard2202/rankqa

This is the PyTorch implementation of the ACL 2019 paper RankQA: Neural Question Answering with Answer Re-Ranking.

nlp question-answering questionanswering

Last synced: 09 Nov 2024

https://github.com/dusty-nv/jetson-voice

ASR/NLP/TTS deep learning inference library for NVIDIA Jetson using PyTorch and TensorRT

deep-learning jetson jetson-nano nlp pytorch speech-recognition tensorrt text-to-speech

Last synced: 07 Nov 2024

https://github.com/thushv89/manning_tf2_in_action

The official code repository for "TensorFlow in Action" by Manning.

computer-vision deep-learning machine-learning nlp notebook python tensorflow tensorflow2 tf tf2

Last synced: 27 Oct 2024

https://github.com/aaaton/golem

A lemmatizer implemented in Go

golang lemmatizer nlp

Last synced: 12 Oct 2024

https://github.com/rguthrie3/bilstm-crf

BiLSTM-CRF for sequence labeling in Dynet

conditional-random-fields dynet neural-network nlp part-of-speech-tagger

Last synced: 08 Nov 2024

https://github.com/writer/fitbert

Use BERT to Fill in the Blanks

bert fill-in-the-blank nlp python pytorch

Last synced: 29 Sep 2024

https://github.com/hyunwoongko/nlp-datasets

Curation note of NLP datasets

dataset nlp

Last synced: 13 Oct 2024

https://github.com/nschneid/unix-text-commands

Unix Text Processing Command Reference

command-line nlp reference text-processing unix

Last synced: 08 Nov 2024

https://github.com/Dumbris/trunklucator

Python module for data scientists for quick creating annotation projects.

active-learning annotation annotation-tool data-science machine-learning nlp

Last synced: 04 Nov 2024

https://github.com/codelucas/cracking-the-da-vinci-code-with-google-interview-problems-and-nlp-in-python

A guide on how to crack combinatorics puzzles shown in The Da Vinci Code movie using CS fundamentals and NLP

combinatorics interview-questions nlp nlp-machine-learning python

Last synced: 15 Nov 2024

https://github.com/scofield7419/hesyfu

Code for the ACL2021 paper: Better Combine Them Together! Integrating Syntactic Constituency and Dependency Representations for Semantic Role Labeling

nlp semantic-role-labeling syntactic-parsing syntax

Last synced: 11 Nov 2024

https://github.com/SentometricsResearch/sentometrics

An integrated framework in R for textual sentiment time series aggregation and prediction

nlp prediction sentiment-analysis text-mining time-series

Last synced: 11 Nov 2024

https://github.com/umesh-01/python-assistant

Python Assistant (PA) is a voice command based assistant service written in Python 3.9+. It can recognize human speech or voice, talk to user and execute basic commands.

ai-assistants google-recognition nlp openweathermap-api pycharm-ide python python-assistant python-automation python39 pyttsx3 speech-recognition text-to-speech virtual-assistant voice-assistant voice-commands voice-recognition web-scraping wikipedia-search wolfram-alpha

Last synced: 09 Oct 2024

https://github.com/bdbc-kg-nlp/covid-19-tracker

北航大数据高精尖中心研究团队进行数据来源的整理与获取，利用自然语言处理等技术从已公开全国4626确诊患者轨迹中抽取了基本信息（性别、年龄、常住地、工作、武汉/湖北接触史等）、轨迹（时间、地点、交通工具、事件）及病患关系形成结构化信息

covid-19 extraction nlp tracking visualization

Last synced: 12 Nov 2024

https://github.com/zencephalon/tactful_tokenizer

Accurate Bayesian sentence tokenizer in Ruby.

nlp ruby rubynlp

Last synced: 16 Nov 2024

https://github.com/tomasonjo/trinity-ie

Information extraction pipeline containing coreference resolution, named entity linking, and relationship extraction

information-extraction named-entity-recognition nlp relationship-extraction

Last synced: 22 Oct 2024

https://github.com/nalbion/whisper-server

streaming speech to text server using Whisper

idiolect nlp whisper

Last synced: 28 Oct 2024

https://github.com/google-research-datasets/query-wellformedness

25,100 queries from the Paralex corpus (Fader et al., 2013) annotated with human ratings of whether they are well-formed natural language questions.

deep-learning deep-neural-networks information-retrieval nlp nlp-machine-learning search-engine

Last synced: 08 Nov 2024

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

EMNLP 2022: Generating Natural Language Proofs with Verifier-Guided Search https://arxiv.org/abs/2205.12443

machine-learning nlp reasoning

Last synced: 11 Nov 2024

https://github.com/datquocnguyen/jLDADMM

A Java package for the LDA and DMM topic models

gibbs-sampling lda nlp short-text topic-modeling topic-models

Last synced: 13 Nov 2024

https://github.com/julesbelveze/bert-squeeze

🛠️ Tools for Transformers compression using PyTorch Lightning ⚡

bert deebert distillation fastbert lstm nlp pruning pytorch-lightning quantization theseus transformers

Last synced: 15 Nov 2024

https://github.com/delph-in/pydelphin

Python libraries for DELPH-IN

delph-in hpsg mrs nlp profile python semantics

Last synced: 15 Nov 2024

https://github.com/pythainlp/attacut

A Fast and Accurate Neural Thai Word Segmenter

cnn hacktoberfest hactoberfest2022 nlp tokenization

Last synced: 15 Nov 2024

https://github.com/apache/incubator-nlpcraft

Apache NLPCraft - API to convert natural language into actions.

apache java nlp scala

Last synced: 07 Oct 2024

https://github.com/hyunwoongko/summarizers

Package for controllable summarization

nlp summarization

Last synced: 27 Oct 2024

https://github.com/dmitryryumin/emnlp-2023-papers

EMNLP 2023 Papers: Explore cutting-edge research from EMNLP 2023, the premier conference for advancing empirical methods in natural language processing. Stay updated on the latest in machine learning, deep learning, and natural language processing with code included. :star: support NLP!

bert computational-linguistics emnlp emnlp2023 gpt language-models llms machine-learning machine-translation multilingual-nlp named-entity-recognition natural-language-processing ner nlp nlp-applications sentiment-analysis syntax-and-semantics text-mining transformers word-embeddings

Last synced: 15 Nov 2024

https://github.com/botpress/v12

Botpress OSS – v12

botpress chatbot chatbots nlp v12

Last synced: 05 Nov 2024

https://github.com/krystalan/Multi-hopRC

:notebook_with_decorative_cover: notes for Multi-hop Reading Comprehension and open-domain question answering

machine-reading-comprehension natural-language-processing nlp open-domain-qa paper-list question-answering

Last synced: 13 Nov 2024

https://github.com/bukosabino/justicio

Building an assistant for Boletin Oficial del Estado (BOE) using Retrieval Augmented Generation (RAG)

legal legaltech nlp spanish

Last synced: 15 Oct 2024

https://github.com/unilight/R-NET-in-Tensorflow

R-NET implementation in TensorFlow.

machine-comprehension nlp squad tensorflow

Last synced: 07 Aug 2024

https://github.com/unilight/r-net-in-tensorflow

R-NET implementation in TensorFlow.

machine-comprehension nlp squad tensorflow

Last synced: 28 Oct 2024

https://github.com/bnosac/textrank

Summarise text by finding relevant sentences and keywords using the Textrank algorithm

natural-language-processing nlp r textrank textrank-algorithm

Last synced: 10 Oct 2024

https://github.com/yuchenlin/lstm_sentence_classifier

LSTM-based Models for Sentence Classification in PyTorch

lstm-model nlp pytorch sentence-classification

Last synced: 28 Oct 2024

https://github.com/felladrin/MiniSearch

Minimalist web-searching app with an AI assistant that runs directly from your browser. Uses Web-LLM, Ratchet-ML, Wllama and SearXNG. Demo: https://felladrin-minisearch.hf.space

ai artificial-intelligence generative-ai gpu-accelerated information-retrieval llm llm-inference machine-learning nlp question-answering ratchet-ml retrieval-augmented-generation search search-engine searxng typescript web-llm webapp wllama

Last synced: 29 Oct 2024

https://github.com/Neuraxio/New-Empty-Python-Project-Base

The Perfect Python Project Template. Bored of coding anew the same thing for your new Python projects? Here is what you need. Click below on the "use this template" green button to start using it instantly. Rename the "project" folder and all references to this folder to customize your project name.

base computer-vision library nlp project-template project-templates pypi-package python-library time-series

Last synced: 14 Nov 2024

https://github.com/scofield7419/uabsa-symux

Codes for the IJCAI2022 paper: Inheriting the Wisdom of Predecessors: A Multiplex Cascade Framework for Unified Aspect-based Sentiment Analysis

absa nlp sentiment-analysis

Last synced: 11 Nov 2024

https://github.com/ishantchauhan710/writerai

WriterAI is an AI based content writing tool that helps users easily write high quality emails, blogs, letters, thesis and other stuff. One can also share their project with others and work as a team.

ai artificial-intelligence firebase ktor machine-learning nlp reactjs sql

Last synced: 28 Oct 2024

https://github.com/cbilgili/zemberek-nlp-server

Zemberek Türkçe NLP Java Kütüphanesi üzerine REST Docker Sunucu

docker javascript nlp part-of-speech-tagger rest sentence-tokenizer spark turkish turkish-language zemberek

Last synced: 12 Nov 2024

https://github.com/sorenlind/lemmy

🤘Lemmy is a lemmatizer for Danish 🇩🇰 and Swedish 🇸🇪

danish lemma lemmatizer nlp spacy swedish

Last synced: 12 Oct 2024

https://github.com/Loodos/turkish-language-models

Transformer based Turkish language models

language-models natural-language-processing nlp turkish

Last synced: 12 Nov 2024

https://github.com/Flight-School/ner

A command-line utility for extracting names of people, places, and organizations from text on macOS.

cli macos named-entity-recognition nlp swift

Last synced: 05 Aug 2024

https://github.com/philipperemy/stanford-ner-python

Stanford Named Entity Recognizer (NER) - Python Wrapper

extraction named-entity-recognition nlp python-wrapper stanford stanford-ner

Last synced: 22 Oct 2024

https://github.com/bramvanroy/spacy_conll

Pipeline component for spaCy (and other spaCy-wrapped parsers such as spacy-stanza and spacy-udpipe) that adds CoNLL-U properties to a Doc and its sentences and tokens. Can also be used as a command-line tool.

conll conll-u data-science machine-learning natural-language-processing nlp pandas parser python spacy spacy-extension spacy-pipeline stanford-machine-learning stanford-nlp stanza udpipe

Last synced: 13 Nov 2024

https://github.com/leehanchung/cs182

Berkeley CS182/282A Designing, Visualizing and Understanding Deep Neural Networks

berkeley cnn cs182 cs231n cs231n-assignment natural-language-processing nlp pytorch reinforcement-learning tensorflow transformer

Last synced: 10 Nov 2024

https://github.com/cpjku/wechsel

Code for WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models.

bert language-model natural-language-processing nlp transfer-learning transformers

Last synced: 13 Nov 2024

https://github.com/yuanjie-ai/chinesesensitivevocabulary

暴恐违禁 文本色情 政治敏感 恶意推广 低俗辱骂

anti anti-spam antispam nlp

Last synced: 16 Oct 2024

https://github.com/telecombcn-dl/2017-persontyle

Applied Deep Learning Workshop London 2017

computer-vision deep-learning nlp

Last synced: 07 Aug 2024

https://github.com/PhantomInsights/comments-generator

A Reddit bot that generates new context-aware comments using Markov chains trained from a set of given users or subreddits comments history.

markov-chain nlp praw python3 reddit-bot requests

Last synced: 04 Nov 2024

https://github.com/LanguageMachines/frog

Frog is an integration of memory-based natural language processing (NLP) modules developed for Dutch. All NLP modules are based on Timbl, the Tilburg memory-based learning software package.

computational-linguistics dependency-parser dutch folia lemmatiser morphological-analyser morphology named-entity-recognition natural-language-processing nlp pos-tagger syntax text-processing

Last synced: 30 Oct 2024

https://github.com/phantominsights/comments-generator

A Reddit bot that generates new context-aware comments using Markov chains trained from a set of given users or subreddits comments history.

markov-chain nlp praw python3 reddit-bot requests

Last synced: 11 Nov 2024

Natural language processing Awesome Lists
awesome-nlp 203 Awesome-Chinese-LLM 196 Awesome-pytorch-list 704 awesome-chinese-nlp 161 awesome-pretrained-chinese-nlp-models 818 Awesome-ChatGPT 101 Awesome-AIGC-Tutorials 140 awesome-DeepLearning 143 awesome-deeplearning-resources 117 Awesome-Domain-LLM 303 awesome-chatgpt 167 awesome-bert 326 Awesome-Text2SQL 269 Awesome-pytorch-list-CNVersion 692 awesome-ChatGPT-repositories 1,882 Awesome-Code-LLM 1,449 awesome-ai-ml-dl 95 KG-LLM-Papers 272 awesome-knowledge-graph 103 awesome-relation-extraction 97 awesome-document-understanding 85 awesome-transformer-nlp 307 nlp-with-ruby 248 awesome-sentiment-analysis 40 awesome-huggingface 58 awesome-gcn 122 awesome-qa 121 StarryDivineSky 9,513 awesome-open-data-centric-ai 56 Awesome-Korean-NLP 93 awesome-nlp-sentiment-analysis 43 text_mining_resources 528 awesome-data-annotation 93 Awesome-Simultaneous-Translation 215 awesome-tensorflow-2 156 awesome-sentiment-analysis 98 awesome-bangla 103 awesome-arabic 108 low-resource-languages 464 Awesome-Distributed-Deep-Learning 44 nlp_thai_resources 59 awesome-semantic-search 152 Text-Summarization-Repo 113 awesome-nlprojects 108 awesome-bioie 120 awesome-llm-eval 378 awesome-nlp-polish 44 awesome-python 1,028 awesome-hungarian-nlp 159 Awesome-NLP-Resources 36
Natural language processing Categories
NLP 1,897 Uncategorized 1,768 A01_文本生成_文本对话 1,409 Others 704 5. Methods/Models for Downstream Tasks 615 Blog Articles, Papers, Case Studies 593 Papers 588 前端开发框架及项目 568 Articles 445 RMWE 428 其他_机器学习与深度学习 423 Blog posts <a name="blogs" />📃 408 网络服务 382 :bookmark_tabs: Research Papers 307 其他_机器视觉 298 其他 288 8. Datasets 277 Software 260 其他_安全与渗透 254 Chatbots 252