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Zusammenfassung von Texten

Erstellung kurzer und aussagekräftiger Zusammenfassungen längerer Dokumente unter Beibehaltung der wichtigsten Informationen und der Gesamtbedeutung.

Leaderboard

Insgesamt 100 Modelle

Benchmarks

CNN / Daily Mail
Scrambled code + broken (alter)
GigaWord
BART-RXF
PubMed
arxiv
Primock57
CNN-DM
PubMedQA
CNN/DailyMail
FEVER
FinRpt
SciFact
CNN / Daily Mail (Anonymized)
arXiv Summarization Dataset
Primer
DUC 2004 Task 1
Abs
ETR-fr
XSum
SAMSum
CiteSum
EXT-ORACLE
Rotowire
Newsela
CSPubSum
GovReport
WikiHow
ACI Bench
BigPatent
Google Dataset
SLAHAN (LSTM+syntactic-information)
MeQSum
MIMIC-III
REFLECTASP
APPSI-139
BookSum
CNN/DM
DialogSum
EDUsum
Seq2seq
FacetSum
HipoRank
PLOS
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
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
NarrativeQA
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
X-Sum
AcademicEval
ACI-Bench
CriSPO 3-shot
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