awesome-ner
github.com/smiyawaki0820/awesome-ner ↗This repository groups together for the task of "Named Entity Recognition (NER)"
Use this list with your AI agent
Add the Context Awesome MCP server to Claude, Cursor, or any MCP client, then ask:
"Show me naacl2022 resources from awesome-ner"
Installation instructions →What's inside
References
- A 2020 Guide to Named Entity Recognition - LaptrinhX / News
LaptrinhX / News
- David S. Batista - Named-Entity evaluation metrics based on entity-level (Blog)
Named-Entity evaluation metrics based on entity-level (Blog)
- Named Entity Recognition - Nanonets
Nanonets
- 拡張固有表現階層Projects
- 森羅 SINRAProjects
Active Learning
- ACL Anthology
Proactive Learning for Named Entity Recognition (BioNLP) [
- ACM
Active learning approach using a modified least confidence sampling strategy for named entity recognition [
- arXiv
Deep Active Learning for Named Entity Recognition [
Papers (entity-aware)
- acswebNAACL2022
Low-resource Entity Set Expansion: A Comprehensive Study on User-generated Text (NAACL) [
- AmazonScienceNAACL2022
ReFinED: An Efficient Zero-shot-capable Approach to End-to-End Entity Linking (NAACL) [
- AmazonScienceNAACL2022
Improving Entity Disambiguation by Reasoning over a Knowledge Base (NAACL) [
- AmazonScienceNAACL2022
Dynamic Gazetteer Integration in Multilingual Models for Cross-Lingual and Cross-Domain Named Entity Recognition (NAACL) [
- arXivNAACL2022
Hero-Gang Neural Model For Named Entity Recognition (NAACL) [
- arXivNAACL2022
ITA: Image-Text Alignments for Multi-Modal Named Entity Recognition (NAACL) [
Framework
- allennlp
- Apache OpenNLP
- GiNZA - Japanese NLP Library
Japanese NLP Library
- github.com/flairNLP/flair
- himkt/allennlp-NER
- spaCy EntityRecognizer
Japanese NLP Library
Resource
- CoNLL-2002English
- CoNLL-2003English
- Contextual Clues for Named Entity Recognition in JapaneseJapanese
- CREEREnglish
- GSK2014-AJapanese
BCCWJ
- https://github.com/huggingface/datasets/tree/master/datasets/conll2003English
LeaderBoard
Annontation Tools
Showing a sample of 102 resources. View the full list on GitHub →