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知识库问答与实体链指
利用结构化知识库回答自然语言问题，并将文本提及链接到知识库实体。
排行榜
共计 100 个模型
基准测试
WebQSP
CWQ
GrailQA
HotpotQA
MetaQA
WebQuestionsSP
MultiTQ
CWQ-sub
WebQSP-sub
Musique
WebQuestions
GraphQ
WikiSQL
KILT: AIDA-YAGO2
GENRE
Mintaka
2WikiMultihopQA
KILT: WNED-CWEB
GENRE
KILT: WNED-WIKI
GENRE
NQ*
PopQA*
ComplexWebQuestions
WikiTQ
MARS (Multimodal Analogical Reasoning dataSet)
MarT_MKGformer
Simple Questions
CronQuestions
funsd
GeoLayoutLM
LC-QuAD 1.0
HGNet (oracle entity used)
SimpleQA
SimpleQuestions
WebQuestionSP (WebQSP)
WNED-CWEB
WNED-WIKI
Complex Web Questions
CompWebQ
EC-FUNSD
Fused FiCLS and MiCLS
KQA Pro
WebQ
WIKIDiverse
Complex WebQuestions (CWQ)
ednet
SAINT+
RichpediaMEL
SimpleQuestionsWikiData
SPARKLE
WikiMEL
4-digit HS Code Full-Coverage Dataset
6-digit HS Code Test Dataset
ACE2004
AIDA
AJMC
AQUAINT
Complex WebQuestions
CWQ-QQA
English all-words WSD task
HIPE-2020
KBQA-Agent
MHERCL
MSNBC
NewsEye
SciMKG
AIDA-B
bio-ml
CoNLL-Aida
Raiman & Raiman 2018
DBLP-ACM
E-VQA
InfoSeek
MedMentions
MetaQA-3hop
MusicBrainz20K
ALMSER-GB
REDDIT-COMM
REDDIT-POSTS
Shadowlinks
Table Transformation
TAC-KBP 2010
TWEEKI
Abt-Buy
ALL
AMAZON
Amazon-Google
anatomy
BioASQ-Y/N
Complex Web Questions (CWQ)
Creak
DBLP-Scholar
ExplainCPE
FB15k
FreebaseQA
gqa
GraphVQA
Hotpot QA
IMDB-TMDB
IMDB-TVDB
largebio
M$^{3}$GQA
MAG
MedDDx-Basic
MedDDx-Expert
MedDDx-Intermediate
MedQA-US
MMLU-Med
OK-VQA
OSM-FSQ
OSM-Yelp
PRIME
PubMedQA*
QALD10-en
Rare Diseases Mentions in MIMIC-III
Rare Diseases Mentions in MIMIC-III (Text-to-UMLS)
SimpleQuestion
SimQu
T-REx
TMDB-TVDB
Walmart-Amazon
WebQSP-WD
ReFinED
WTQ
zsRE
A-OKVQA
Appendix-List
AskPatient
BioASQ Task B
CM-ERQA
confusing subset of WebQSP and CWQ
CR-LT
Diffusion
Domain-Annotated
ERQA
FB-ERQA
FIGER
ERNIE
Foursquare-Twitter
GRBENCH
GUM
HZ
IKGWQ
IMDB
Instagram-Twitter
KGQA Benchmark
Knowledge Base Web Tables
LC-QuAD
LIVE
M^3EL
Mantra-MedDRA-DE
Maru et al. (2022) benchmark
NCV
NJ
NMMEA
NQ
NQ-Wiki
PathQuestion
PFoodReq
PIT
Rare Diseases Mentions in MIMIC-III Radiology Reports (Text-to-UMLS)
SemEHR+WS (rules+BlueBERT) with tuning number of training data
RENOdeTest
Semeval-2007
Semeval-2013
Semeval-2015
Senseval-2002
Senseval-2003
SMM4H-17
Songs
Spreadsheet
STARK
Text-Annotated
TimelineKGQA
TimeQuestions
TQ-Wiki
TwADR-L
UD-ERQA
unknown
VQAv2
Web Tables
Wikidata
WikiDM
WikiDR
WIKIPerson
WQ-Freebase
XL-WSD