pfliu-nlp / Named-Entity-Recognition-NER-Papers

An elaborate and exhaustive paper list for Named Entity Recognition (NER)

Named-Entity-Recognition-NER-Papers

by Pengfei Liu, Jinlan Fu and other contributors.

An elaborate and exhaustive paper list for Named Entity Recognition (NER), covering papers from seven top conferences (ACL / EMNLP / NAACL / Coling / ICLR / AAAI / IJCAI) and eight years (2013-2020).

What can I get here?

• Get to know Potential Research Concepts 🔽 of recent NER work
• A fancy Paper Viewing System [Click Me !!!] 🔽, in which you can:
  • Find the top-cited NER-papers, which are generally worth reading!! [The latest update on: 01.05/2020]
  • Find the latest NER-papers, which reflect the trend of development!
  • Searching papers with keywords that you're interested in
  • Knowing which papers are covered by a given research point
• Mainstream NER Datasets 🔽

What can I do here?

• If you have a new "research point"? -- Tell us

  • Update the file ner_concept.md and Pull requests
  • Or you could directly propose an Issues

• If you have a new "paper" or more reasonable annotations?

  • Add your paper (If possible, with annotated concepts) into paper_with_concept and Pull requests
  • Or you could directly propose an Issues

• If you have a new "dataset"?

  • Add your dataset (If possible, with brief description) into ner_data and Pull requests
  • Or you could directly propose an Issues

Acknowledgments

• This project is a by-product of this work Rethinking Generalization of Neural Models: A Named Entity Recognition Case Study, whose recognition by this community motivates us a lot to set up such a summary.
• Thanks Graham Neubig's idea on the "concept" and other comments.
• Thanks for Prof. Yue Zhang, Zhenghua Li, Nanyun Peng 's comments.
• Thanks for Zihan Wang's suggestion and the contribution of CoNLL++ dataset.
• Thanks for Stephen Mayhew,Juruo Yao's comments.