Named-Entity-Recognition-Literature

Ranked ordered by topics

1. Nested Named Entity Recognition (17 Papers)
2. MultiLingual Named Entity Recognition (17 Papers)
3. Distant Supervised Named Entity Recognition (15 Papers)
4. Few-Shot Named Entity Recognition (11 Papers)
5. Cross-Domain Named Entity Recognition (7 Papers)
6. Cross-Lingual Named Entity Recognition (5 Papers)
7. Language Models for Named Entity Recognition (5 Papers)
8. MultiModal Named Entity Recognition (4 Papers)
9. Fine Grained Named Entity Recognition (4 Papers)
10. Low Resource Named Entity Recognition (4 Papers)
11. Span Based Named Entity Recognition (3 Papers)
12. Multi Task Named Entity Recognition (3 Papers)
13. Adversarial Evaluation Named Entity Recognition (3 Papers)
14. Zero-Shot Named Entity Recognition (2 Papers)
15. Knowledge Distillation Named Entity Recognition (2 Papers)
16. Sampling Based Named Entity Recognition (2 Papers)
17. Document Level Named Entity Recognition (2 Papers)
18. Zero Resource Named Entity Recognition (2 Papers)
19. Code Based Named Entity Recognition (2 Papers)
20. Domain-Specific Named Entity Recognition
21. Data Augmentation Based Named Entity Recognition (2 Papers)
22. Domain Adaptation Based Named Entity Recognition (2 Papers)
23. Miscellaneous

Datasets

English

1. ACE-2004 (#licensed, #news, #newswire, #conversations, #nested-ner)
2. ACE-2005 (#licensed, #news, #newsgroups, #weblogs, #conversations, #distant-ner, #nested-ner)
3. ATIS (#conversations, #fewshot-ner)
4. BC5CDR (#bio-medical, #distant-ner)
5. CHEMDNER(#chemical, #drugs, #distant-ner)
6. CONLL-2002 (#news, #multilingual-ner)
7. CONLL-2003 (#multilingual-ner, #distant-ner, #nested-ner, #fewshot-ner)
8. GENIA(#bio-medical, #nested-ner)
9. GUM (#reddit, #fewshot-ner)
10. I2B2 (#bio-medical, #fewshot-ner)
11. JNLPBA (#bio-medical, #nested-ner)
12. KBP-2017 (#licensed, #newswire, #nested-ner)
13. LORELEI (#licensed, #newswire, #weblogs, #discussion, #distant-ner)
14. MIT-Movie (#fewshot-ner)
15. MIT-Restaurant (#fewshot-ner)
16. Multiwoz (#fewshot-ner)
17. NCBI (#bio-medical, #distant-ner)
18. ONTONOTES-4.0 (#licensed, #weblogs, #newswire, #newsgroups, #news, #conversation, #multilingual-ner)
19. ONTONOTES-5.0 (#licensed, #weblogs, #newswire, #newsgroups, #news, #conversation, #religious-texts, #multilingual-ner, #fewshot-ner)
20. SNIPS (#conversations, #chatbots, #fewshot)
21. WIKIGOLD (topics: #multilingual, #huggingface, #distant, #fewshot)
22. WNUT-2017 (#reddit, #youtube, #stackexchange, #fewshot-ner)

African

1. Masakhane(#african, #multilingual-ner)

Arabic

1. ACE-2004 (#licensed, #news, #newswire, #conversations, #nested-ner)
2. ACE-2005 (#licensed, #news, #newsgroups, #weblogs, #conversations, #distant-ner, #nested-ner)
3. ONTONOTES-4.0 (#licensed, #weblogs, #newswire, #newsgroups, #news, #conversation, #multilingual-ner)
4. ONTONOTES-5.0 (#licensed, #weblogs, #newswire, #newsgroups, #news, #conversation, #religious-texts, #multilingual-ner, #fewshot-ner)

Bulgarian

1. BSNLP-2017 (#slavic, #web-docs, #multilingual-ner)

Chinese

1. ACE-2004 (#licensed, #news, #newswire, #conversations, #nested-ner)
2. ACE-2005 (#licensed, #news, #newsgroups, #weblogs, #conversations, #distant-ner, #nested-ner)
3. CLUENER (#news, #distant-ner, #fewshot-ner)
4. KBP-2017 (#licensed, #newswire, #nested-ner)
5. MSRA (#multilingual-ner)
6. ONTONOTES-4.0 (#licensed, #weblogs, #newswire, #newsgroups, #news, #conversation, #multilingual-ner)
7. ONTONOTES-5.0 (#licensed, #weblogs, #newswire, #newsgroups, #news, #conversation, #religious-texts, #multilingual-ner, #fewshot-ner)
8. WEIBO (#multilingual-ner)

Czech

1. BSNLP-2017 (#slavic, #web-docs, #multilingual-ner)

Dutch

1. CONLL-2002 (#news, #multilingual-ner)

German

1. CONLL-2003 (#multilingual-ner, #distant-ner, #nested-ner, #fewshot-ner)

Polish

1. BSNLP-2017 (#slavic, #web-docs, #multilingual-ner)

Russian

1. BSNLP-2017 (#slavic, #web-docs, #multilingual-ner)

Slovene

1. BSNLP-2017 (#slavic, #web-docs, #multilingual-ner)

Somalian

1. LORELEI (#licensed, #newswire, #weblogs, #discussion, #distant-ner)

Spanish

1. CONLL-2002 (#news, #multilingual-ner)
2. KBP-2017 (#licensed, #newswire, #nested-ner)

Ukrainian

1. BSNLP-2017 (#slavic, #web-docs, #multilingual-ner)

Conferences Covered

1. ACL 2020, 2021, 2022
2. NAACL 2021, 2022
3. EACL 2021
4. COLING 2020, 2022
5. AAAI 2020, 2021, 2022
6. IJCAI 2020, 2021, 2022
7. SIGIR 2021, 2022
8. EMNLP 2020, 2021
9. CoNLL 2020
10. TACL 2020, 2021