Information extraction dataset zoo.
Dataset |
#Type. |
#Inst. |
Feature |
Source |
Resource |
Origin |
Few-NERD |
66 |
188,200 |
Few-shot |
Wikipedia+Wikidata |
url |
url |
Relation Extraction
Dataset |
#Rel. |
#Inst. |
Feature |
Source |
Resource |
Origin |
Fewrel |
100 |
44,800 |
Supervised |
Wikipedia+Wikidata |
url |
url |
TACRED |
42 |
68,120 |
Supervised |
Newswire+web |
- |
url |
Semeval |
19 |
8,000 |
Supervised |
Web |
url |
url |
Wikidata |
352 |
495,883 |
Distent-supervision |
Wikipedia+Wikidata |
url |
url |
NYT10(tsinghua) |
53 |
522,043 |
Distent-supervision |
NYT+Freebase |
url |
url |
NYT10-large(tsinghua) |
53 |
570,088 |
Distent-supervision |
NYT+Freebase |
url |
url |
NYT-Wikidata |
100 |
882,177 |
Distent-supervision |
NYT+Wikidata |
url |
url |
NYT10-29 |
29 |
70,339 |
Distent-supervision |
NYT+Freebase |
url |
url |
NYT11-12 |
12 |
62,648 |
DS+supervised |
NYT+Freebase |
url |
url |
NYT-manual |
24 |
235,982 |
Distent-supervision |
NYT+Freebase |
url |
url |
NYT-Wiki(zju) |
73 |
1,989,377 |
Distent-supervision |
NYT-Wikipedia-Wikidata |
url |
url |
Wiki-KBP |
19 |
23,784 |
Distent-supervision |
Wikipedia+KBP+Freebase |
url |
url |
PubMed-BioInfer |
94 |
1,580 |
Distent-supervision |
PubMed+NESH |
- |
url |
WebNLG |
14 |
75,325 |
Supervised |
Web |
- |
url |
SKE |
50 |
173,108 |
Supervised |
Web |
url |
url |
KBP37 |
37 |
15,916 |
Supervised |
Web |
url |
url |
T-REx |
642 |
6.3M |
Distent-supervision |
Wikipedia+Wikidata |
- |
url |
Google-RE |
5 |
59,576 |
Supervised |
Wikipedia |
- |
url |
ADE |
3 |
23,516 |
Supervised |
Medical Report |
url |
url |
WebRED |
523 |
107,819 |
Supervised |
World Wide Web |
- |
url |
Other Datasets
Dataset |
#Rel. |
#Inst. |
Feature |
Source |
Resource |
Origin |
DocRED |
3 |
3,053 |
Supervised |
Wikipedia |
- |
url |
CDR |
3 |
500 |
Supervised |
Medical |
- |
url |
GDA |
3 |
23,353 |
Supervised |
Medical |
- |
url |
Event Extraction
Dataset |
# Inst. |
Feature |
Source |
Resource |
Origin |
ACE05 |
599 |
Supervised |
Web |
- |
url |
FewEvent(zju) |
71,385 |
Supervised |
ACE05+_TAC-KBP17 |
url |
url |
CCKS2019_Event |
17,815 |
Supervised |
Financial Announcements |
url |
url |
Doc2EDAG |
32,040 |
Supervised |
Financial Announcements |
url |
url |
Maven |
1,276,000 |
Supervised |
Wikipedia |
- |
url |