nlp-resources

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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.

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juand-r /entity-recognition-datasets

Star1.6k

A collection of corpora for named entity recognition (NER) and entity recognition tasks. These annotated datasets cover a variety of languages, domains and entity types.

nlp natural-language-processing annotations named-entity-recognition corpora datasets ner nlp-resources entity-extraction entity-recognition

UpdatedJun 12, 2025
Python

HKUSTDial /NL2SQL_Handbook

Star1.2k

This is a continuously updated handbook for readers to easily track the latest Text-to-SQL techniques in the literature and provide practical guidance for researchers and practitioners.

nlp awesome tutorial ai survey dataset db nlp-resources text-to-sql nl2sql text2sql ai4db text-to-code llms nl-to-code nl-to-sql awesome-agents awesome-text2sql awesome-text-to-sql awesome-nl2sql

UpdatedDec 10, 2025
Python

neuralmind-ai /portuguese-bert

Star854

Portuguese pre-trained BERT models

natural-language-processing deep-learning portuguese nlp-resources bert bert-model

UpdatedJun 17, 2024
Python

hb20007 /hands-on-nltk-tutorial

Star566

The hands-on NLTK tutorial for NLP in Python

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

UpdatedMay 28, 2024
Jupyter Notebook

gkiril /oie-resources

Star501

A curated list of Open Information Extraction (OIE) resources: papers, code, data, etc.

nlp data-science natural-language-processing big-data ai nlu extract-information information-extraction datascience dataset papers corpus-data nlp-apis nlp-resources openie relation-extraction natural-language-understanding open-information-extraction literature-review oie-systems

UpdatedOct 25, 2022

guhhhhaa /4675-scifi

Star434

chinese NLP corpus of chinese science fiction,chinese science fiction corpus : About 4675 Chinese science fiction novels 大约有4675本科幻小说，中文科幻小说自然语言处理语料库，中文科幻小说文本语料库，中文科幻小说文本数据库，科幻小说语料

nlp corpus science-fiction scifi chinese-nlp corpus-data datasets nlp-resources nlp-machine-learning nlp-datasets

UpdatedOct 22, 2022

ElizaLo /NLP-Natural-Language-Processing

Star420

Projects and useful articles / links

nlp machine-learning natural-language-processing awesome deep-learning paper natural-language awesome-list articles coursera-machine-learning nlp-resources nlp-library nlp-machine-learning coursera-data-science natural-language-understanding coursera-course naturallanguageprocessing google-colaboratory awesome-nlp awesome-natural-language-processing

UpdatedNov 25, 2024
Jupyter Notebook

gutfeeling /beginner_nlp

Star385

A curated list of beginner resources in Natural Language Processing

nlp natural-language-processing nlp-resources

UpdatedJan 10, 2017

Koziev /NLP_Datasets

Star383

My NLP datasets for Russian language

nlp datasets nlp-resources

UpdatedFeb 18, 2023
C#

microsoft /vert-papers

Star280

This repository contains code and datasets related to entity/knowledge papers from the VERT (Versatile Entity Recognition & disambiguation Toolkit) project, by the Knowledge Computing group at Microsoft Research Asia (MSRA).

nlp entity-resolution ml named-entity-recognition ner nlp-resources entity-linking unitrans entity-extraction grn entity-disambiguation language-understanding linkingpark bertel can-ner xl-ner cross-lingual-ner

UpdatedMar 16, 2024
Python

irfnrdh /Awesome-Indonesia-NLP

Sponsor

Star271

Resource NLP & Bahasa

awesome nlp-resources indonesian-language nlp-datasets

UpdatedNov 13, 2019

WorksApplications /SudachiDict

Sponsor

Star269

A lexicon for Sudachi

segmentation nlp-resources pos-tagging morphological-analysis

UpdatedNov 4, 2025
Python

oroszgy /awesome-hungarian-nlp

Star259

A curated list of NLP resources for Hungarian

nlp parser natural-language-processing information-retrieval text-mining awesome nlu corpus information-extraction dataset named-entity-recognition awesome-list tagger computational-linguistics opinion-mining corpus-linguistics nlp-resources hungarian natural-language-understanding hungarian-language

UpdatedAug 11, 2025

iPieter /RobBERT

Star207

A Dutch RoBERTa-based language model

nlp transformers nlp-resources language-model bert roberta bert-model

UpdatedApr 8, 2024
Jupyter Notebook

INK-USC /TriggerNER

Star172

TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition (ACL 2020)

information-extraction dataset named-entity-recognition nlp-resources nlp-datasets low-resource sequence-tagging

UpdatedJun 15, 2022
Python

gopala-kr /summary

Star150

summaries of all the papers I read

machine-learning information-retrieval reinforcement-learning computer-vision deep-learning neural-network speech-recognition quantum-computing arxiv nlp-resources blockchain-technology

UpdatedDec 14, 2025

guhhhhaa /wula-scifi

Star129

chinese NLP corpus of chinese science fiction, chinese science fiction corpus: Archive of the Ark Plan of Ula Science Fiction Website 乌拉科幻小说网方舟计划存档，中文科幻小说自然语言处理语料库，中文科幻小说文本语料库，中文科幻小说文本数据库，科幻小说语料

nlp corpus science-fiction scifi chinese-nlp corpus-data datasets nlp-resources nlp-machine-learning nlp-datasets

UpdatedOct 22, 2022

mikeroyal /NLP-Guide

Star107

Natural Language Processing (NLP). Covering topics such as Tokenization, Part Of Speech tagging (POS), Machine translation, Named Entity Recognition (NER), Classification, and Sentiment analysis.