Shekar: A Python Toolkit for Persian Natural Language Processing • Rank 11.4 • Science 93%

Shekar: A Python Toolkit for Persian Natural Language Processing - Published in JOSS (2025)

Renard — Peer-reviewed • Rank 6.9 • Science 96%

Renard: A Modular Pipeline for Extracting Character Networks from Narrative Texts - Published in JOSS (2024)

ontogpt • Rank 16.7 • Science 77%

LLM-based ontological extraction tools, including SPIRES

drug-named-entity-recognition • Rank 15.1 • Science 67%

deepke • Rank 18.1 • Science 64%

[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction

calamancy • Rank 11.1 • Science 67%

NLP pipelines for Tagalog using spaCy

bio-epidemiology-ner • Rank 5.9 • Science 67%

Recognize bio-medical entities from a text corpus

huspacy • Rank 7.3 • Science 64%

HuSpaCy: industrial-strength Hungarian natural language processing

span-marker • Rank 17.2 • Science 54%

SpanMarker for Named Entity Recognition

nerpy • Rank 9.0 • Science 44%

🌈 NERpy: Implementation of Named Entity Recognition using Python. 命名实体识别工具，支持BertSoftmax、BertSpan等模型，开箱即用。

concise-concepts • Rank 7.3 • Science 44%

This repository contains an easy and intuitive approach to few-shot NER using most similar expansion over spaCy embeddings. Now with entity scoring.

nametagger • Rank 8.0 • Science 26%

Named Entity Recognition with the Nametag Maximum Entropy Markov model

https://github.com/deepset-ai/farm • Rank 19.1 • Science 10%

:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

https://github.com/centrefordigitalhumanities/textminer • Rank 0.0 • Science 26%

A script to detect named entities and store them in an Elasticsearch annotated_text field

https://github.com/ai-forever/ner-bert • Rank 7.1 • Science 10%

BERT-NER (nert-bert) with google bert https://github.com/google-research.

https://github.com/compnet/ddaugner • Rank 0.7 • Science 13%

spacy-models • Science 67%

German spaCy models trained on German UD-HDT and on a collection of gold and silver standard NER corpora

contextual-spell-checker-for-bangla • Science 26%

Automatic Context Sensitive Spelling Correction for Bangla Text Using Bert and Levenstein Distance

hybrid-pre-doc2vec-doc-relevance • Science 44%

Hybrid approach combining dictionary-based NER and doc2vec

charles-burney-digital • Science 57%

Digitale Aufbereitung, Anreicherung und Geovisualisierung eines Reiseberichts des Musikhistorikers Charles Burney, mithilfe von Transkribus, Spacy-NER und Nodegoat

https://github.com/cthoyt/ssslm • Science 36%

A simple standard for sharing literal mappings (SSSLM)

https://github.com/compnet/splice • Science 13%

The Role of Information Extraction Tasks in Automatic Literary Character Network Construction

https://github.com/bernard-ng/drc-ners-nlp • Science 26%

A Culturally-Aware NLP System for Congolese Name Analysis and Gender Inference

https://github.com/bernard-ng/drc-legal-ner • Science 26%

Towards a Congolese Legal Knowledge Graph: LLM-Enhanced NER for Citation Detection

https://github.com/astrazeneca/vecner • Science 13%

A library of tools for dictionary-based Named Entity Recognition (NER), based on word vector representations to expand dictionary terms.

https://github.com/compnet/conivel • Science 13%

historical_fires_near_me • Science 26%