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情報抽出(IE)/固有表現認識(NER)
名前付きエンティティ、関係、イベントを含む非構造化テキストから構造化情報を抽出すること。
リーダーボード
12 モデル 合計
ベンチマーク
CoNLL 2003 (English)
ACE + document-context
TACRED
DocRED
GENIA
Words in Context
COSINE + Transductive Learning
ACE 2005
Ours: cross-sentence ALB
Ontonotes v5 (English)
MLMET
Re-DocRED
SemEval-2010 Task-8
CaRB
ACE 2004
Ours: cross-sentence ALB
CoNLL03
NCBI-disease
MSRA
BERT-MRC+DSC
WNUT 2017
CL-KL
RUSSE
Human Benchmark
bc2gm
BioLinkBERT (large)
KILT: Zero Shot RE
KILT: T-REx
Re-TACRED
JNLPBA
bc5cdr
BINDER
CDR
WiRe57
CIGL-OIE + IGL-CA (OpenIE6)
Weibo NER
FLAT+BERT
OntoNotes 4
BERT-MRC+DSC
webnlg
SPN
ACE05
atis
CTRAN
ACE04
BC5CDR-chemical
SciFive-large
DocGNRE
Open Entity
MLMET
Resume NER
SciERC
BioRED
CoNLL
nyt
TDEER
OIE2016
DeepEx (zero-shot)
OntoNotes
SemEval 2013 Task 12
SemCor+WNGC, hypernyms
BenchIE
ClausIE
chemprot
SciBert (Finetune)
LSOIE-wiki
SMiLe-OIE
NYT11-HRL
ReRe
SemEval
SensEval 2
SemCor+WNGC, hypernyms
SensEval 3 Task 1
SemCor+WNGC, hypernyms
TACREV
Wiki80
BC5CDR-disease
BioMegatron
CoNLL Dutch
CoNLL German
SMTS Multi sim
CoNLL Spanish
UniTrans
DDI extraction 2013 corpus
BioLinkBERT (large)
SemEval 2007 Task 7
SemCor+WNGC, hypernyms
SNIPS
WebNLG 3.0
REGEN
bc4chemd
BLSTM-CNN-Char (SparkNLP)
cord
RORE (GeoLayoutLM)
funsd
GDA
LSOIE
DetIELSOIE
ncbi
NYT10-HRL
ReRe
SemEval 2007 Task 17
SemCor+WNGC, hypernyms
DWIE
ECE
UECA-Prompt
general
CRIM
Medical domain
TweetNER7
AnatEM
E3C
FewRel
Music domain
ReDocRED
DREEAM
WNUT 2016
HGN
BIG-bench (Anachronisms)
CoNLL 2002 (Dutch)
ACE
CoNLL 2002 (Spanish)
CoNLL 2003 (German)
Few-NERD (SUP)
PL-Marker
LINNAEUS
BLSTM-CNN-Char (SparkNLP)
Politics
SemEval 2010 Task 8
SemEval 2015 Task 13
SemCor+WNGC, hypernyms
SNAP (MNER)
MoRe-MoE
twitter-15
CoNLL 2003 (German) Revised
ACE + document-context
CoNLL04
Events2012
Events2018
FindVehicle
SemEval 2010 WSI
BERT+DP
SLURP
TDT 0-6
Species-800
BioBERT
sroie
LayoutLMv2LARGE (Excluding OCR mismatch)
Weibo
wikidiverse
Address (CCKS2021)
BB-norm-habitat
BB-norm-phenotype
C-Norm
ChFinAnn
ReDEE
Cluener
CORD-r
CrossNER
DocEE
FUNSD-r
Law (CAIL2021)
Math
MATRES
SCS-EERE
Medical (CBLUE)
Movie.
NewSHead
HINT
NYT21
Onto. 4
Penn Treebank
DeepStruct multi-task w/ finetune
SensEval 3 Lexical Sample
kNN-BERT
ShARe/CLEF eHealth corpus
BioELECTRA
web
DeepEx (zero-shot)
AI
Battery Science
BioNLP13-CG
BLSTM-CNN-Char (SparkNLP)
CodRED
drugbank
Economics
FSQP
Kleister NDA
LayoutLMv2LARGE
Litera.
M1 (22)
MIT
MIT-Movie
MIT-Restaurant
MSRA Dev
ERNIE 2.0 Large
Music
NEMO-Corpus (morph,test)
NYT-single
ETL-Span
NYT29
Open Entity
K-Adapter ( fac-adapter )
PHEE
RAMS
Rest.
Rest15
Rest16
Science
SensEval 2 Lexical Sample
kNN-BERT
SKE
ReRe (exact)
TAC-KBP 2017
PIQN
TACRED-Revisited
TB-Dense
TDDAuto
TDDMan
Twitter 2015
Twitter 2017
Twitter-2017
PGIM
VizNet-Sato-Full
WikiANN
WNUT 2020
baseline
ACE2005
AdminSet-NER
ATD-VSO
BioScope : Abstracts
Broad Twitter
ChemDisGene
SSR-PU
CoNLL-2020
LUKE + SubRegWeigh (K-means)
Dataset: Relationship extraction for knowledge graph creation from biomedical literature (Gene-Disease relationships)
ddi
BioLinkBERT (large)
DocOIE-healthcare
DocOIE-transportation
DocIE w transformer
ECPE-FanSplit
RANKCP
Europeana French
FabNER
FS-TACRED
GAD
BioLinkBERT (large)
HarveyNER
J-Casemap
M^2E^2
MultiNERD
NEMO-Corpus (token,test)
AlephBERT-base
NER
Coupled
New York Times Corpus
NYT24
WDec
PolyglotNER
QTL
SemEval-2010 Task 8
LLM-QA4RE (XXLarge)
Species800
BLSTM-CNN-Char (SparkNLP)
TekGen
ReGen-SCST
Twitter-17
ITA-All
VizNet-Sato-MultiColumn
DODUO
Wiki-ZSL
wikiNeural
WLPC
DyGIE
AAEC-E
AAEC-P
AAEC-P+
Basque TimeBank
BioNLP11
BioScope : Full Papers
BREX
CAIS
CM-Net
Cancer Genetics 2013 (CG)
CaRB OIE benchmark (Greek Use-case)
Catalan TimeBank 1.0
cdcp
ChCatExt
TRACER
CMeEE
BERT-CRF (Replicated in AdaSeq)
CoAM
Code-Switching English-Spanish NER
HME (word + BPE + char)
combined dataset (3 Datasets)
CoNLL 2000
SWEM-CRF
CoNLL2003-OOE
CoNLL2003-Typos
Cross-Dataset
Dataset: Relationship extraction for knowledge graph creation from biomedical literature (Gene-Disease relationships) n
DuIE
Epigenetics and Post-translational Modifications 2011 (EPI)
Freebase FIGER
TextEnt-full
French Timebank
French Treebank
GENIA 2013
DeepEventMine
GePaDe
Google RE
i2b2 De-identification Dataset
BiLSTM with ELMo
IAM Dataset
Infectious Diseases 2011 (ID)
KRAUTS
LiveSum
M2 (19)
M2E2
MasakhaNER2
MIT Movie
MIT Restaurant
Multi-Level Event Extraction (MLEE)
Multi-News
SeqINT
MultiCoNER
multiconer22
NCBI Disease
UniNER-7B
NCRE
NEMO-Corpus
NoDaLiDa Norwegian Bokmål
UniTrans
OntoNotes 5.0
DGLSTM-CRF
Pathway Curation 2013 (PC)
Profiling-07
ProSLU
QT30
Restaurant.
Resume
RUIE-Bench
Scholar-XL
sciERC-sent
ReLA
SciREX
SemEval 2022-2023 - BanglaCoNER
FT-Bangla BERT Large
SemEval 2022 - BanglaCoNER
SFU Review Corpus
XLNet
ShARe/CLEF 2014 Task 2 Disorders
SighanNER
BiLSTM+CRF+adversarial+self-attention
SoSciSoCi
Spanish TimeBank 1.0
TempEval-3
Thunder-DeID
TimeBankPT
Twitter-GMNER
RiVEG
TwitterNER
unseen dataset
US2016
VLSP-2016
Bi-LSTM-CNN-CRF
W-NUT 2020 Shared Task-3
-
WetLab
BiLSTM-CRF with ELMo
WikiAnn NER
WikiGold
WikiTables-TURL-CPA
WikiTables-TURL-CTA
WNUT-17
WNUT2017