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Text Summarization
Producing concise and informative summaries of longer documents while preserving key information and overall meaning.
Leaderboard
100 models total
Benchmarks
CNN / Daily Mail
Scrambled code + broken (alter)
GigaWord
BART-RXF
Pubmed
HipoRank
Arxiv
Primock57
CNN-DM
PubMedQA
CNN/DailyMail
FEVER
FinRpt
Sci-fact
X-Sum
CNN / Daily Mail (Anonymized)
arXiv Summarization Dataset
Primer
DUC 2004 Task 1
Abs
ETR-fr
SAMSum
CiteSum
EXT-ORACLE
Rotowire
Newsela
ACI-Bench
CriSPO 3-shot
CSPubSum
GovReport
FactorSum
WikiHow
big_patent
BigBird-Pegasus
Google Dataset
SLAHAN (LSTM+syntactic-information)
MeQSum
MIMIC-III
REFLECTASP
APPSI-139
BookSum
Echoes-Extractive-Abstractive
CNN/DM
DialogSum
EDUsum
Seq2seq
FacetSum
HipoRank
PLOS
BART
Reddit-TIFU
Abstractive Text Summarization from Fanpage
Abstractive Text Summarization from Il Post
AKEW (Counterfact)
AKEW (MQUAKE)
Amazon
BiMeanVAE - Coop
BillSum
Compositional multi-tasking
GLOBESUMM
Klexikon
LEAD-3
Multi-XScience
NEWS
NYT50
QMSum
QTSUMM
Research Presentation
UnKEBench
WCEP
Primer
Wikipedia
WITS
BART-IT
Yelp
BioInstruct
CNN/Daily Mail
BART (TextBox 2.0)
DebateSum
Longformer-Base
EmailSum (long)
EmailSum (short)
SemiSuptogether
GigaWord-10k
ERNIE-GENLARGE (large-scale text corpora)
IN-ABS
LaMP-5
M3Sum
MACSum_Dial
MACSum_Doc
MultiClinSumm
Narrative QA
Reddit
SEASUMM-v1
sentence decontextualisation benchmark dataset
VISTA
WMT-19
AESLC
PEGASUS
AMAZONKP
BBC XSum
BigBird-Pegasus
CNNDM
EduStruct
How2
MeetingBank
ML-Promise
MuLD (VLSP)
NeuS
NYT
Q2ID
SQuALITY
Stack
AcademicEval
Amazon-Books
AMI
ArgKP
arXiv
BigBird-Pegasus
ASE
CORD-19
Document-level claim extraction dataset
E-Liputan
eLife
FreshWiki
Gazeta
Finetuned mBART
How2 300h
MAST
LaMP
LegalAFSum
LENS dataset
M3LS
MECESD
MENSA
MiDAS
MLMD-news
MovieSum
MRPC
MSMO
MSMO Dataset
Multi-News
Primer
NJU-Fudan Dataset
NudtRwG-Citation
S2ORC
GenCompareSum
SAMSum
SPACE (Opinion Summarization)
Hercules (abstractive)
SQuAD
SummScreenFD