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Textgenerierung
Erzeugung von kohärentem, kreativem und kontextuell angemessenem Text für offene Aufgaben wie Geschichtenerzählen, Poesie und Dialoge.
Benchmarks
lambada
GPT-3 175B (few-shot)
KILT: Wizard of Wikipedia
webnlg
Control Prefixes (A1, T5-large)
SQuAD1.1
ERNIE-GENLARGE (beam size=5)
HumanEval
TL;DR
WebNLG 2.0 (Unconstrained)
E2E NLG Challenge
S_1^R
CPED
GPT-{emo}
MULTIWOZ 2.1
T5-Base
Anthropic-HH
DuRecDial
DuRecDial 2.0
EventNarrative
GAP - Me,r+γ
mimic-cxr
SEI-1
WebNLG Full
MultiWOZ
AGENDA
BART-large+ STA
ComVE
e-SNLI
flintstonessv
MULTIWOZ 2.0
GALAXY
pororosv
rotowire
HierarchicalEncoder + NR + IR
ToTTo
VIST-E
coco-captions
LeakGAN
EMNLP2017 WMT
LeakGAN
ExpCSEST
GenWiki (Fine)
CycleGT_Base
GenWiki (Full)
HH-RLHF
Multi-Target CONAN
pathquestion
PKU-SafeRLHF
Rotowire (Content Selection)
Hierarchical transformer encoder + conditional copy
SIMMC2.0
PaCE
WebEdit
FactEditor
WebNLG 2.0 (Constrained)
webquestions
JointGT (BART)
CSConv
DART
T5-B Baseline
FreshWiki
GovReport
GuoFeng
human-annotated test set
LSMDC-E
MMT
MLB Dataset
Macro
NovelSumm
OpenViDial 2.0
FV (w/o MI)
QMSum
RotoWire (Content Ordering)
Hierarchical transformer encoder + conditional copy
WebNLG (All)
T5_large
WebNLG (Seen)
WebNLG (Unseen)
wikibio
Field-gating Seq2seq + dual attention
Wikinews
WikiText-103
BIG-bench-lite
GLM-130B (3-shot)
CultSet
Czech Restaurant NLG
EmpatheticDialogues
FairytaleQA
BART fine-tuned on FairytaleQA
GovSet
MLB Dataset (Content Selection)
NoveltyBench
PCogAlignBench
sciq
WeiboPolls
UniPoll
Wikipedia Person and Animal Dataset
KB-to-Language Generation Model
0-def
0-lew
0-lew-def
2WikiMultihopQA
42D
AGNews
allrecipes.com
AlpacaEval 2
Anthropic conversational data
AQuAECHR
BeaverTails
big-bench
ChineseWiki
CLERC
CLEVR-X
PJ-X
CLUE (AFQMC)
CLUE (C3)
CLUE (CMNLI)
CLUE (CMRC2018)
GLM-130B
CLUE (DRCD)
CLUE (OCNLI_50K)
GLM-130B
CLUE (WSC1.1)
CommonGen
UniLM
Creative Writing
CUAD
DailyDialog
DeliData
DialogSum
Dolly
E2E
FewCLUE (BUSTM)
FewCLUE (CHID-FC)
FewCLUE (CLUEWSC-FC)
FewCLUE (EPRSTMT)
FewCLUE (OCNLI-FC)
Food.com
LLaVA-Chef
FusedChat
Classification-based model
GODBench
HiTab
HomeBench
HotpotQA
IMDb
IMDB data
LDC2015E86:
GRN
LFS
M2CoSC
MMConv
OALQA
ObliQA
Persona-Chat
PsyDial
RecetasDeLaAbuel@
ROCStories
Self-inst
Sinst
SR11Deep
Transition based Deep Input Linearization
Topical-Chat
Uinst
Vicuna
viggo
DataTuner_FC
vist
AR-LDM (SIS captions)
whoops
wikisql
Graph2Seq-PGE
XSum
48 dialogue examples
ACL Title and Abstract Dataset
Writing-editing Network
ADGEN
Alpaca Eval 2.0
AlpacaEval
avsd
SimPLe
BoardGameGeek
ChatBench
CMU-DoG
∞-former (Sticky memories)
CNN/Daily Mail
PALM
CNN/DM
csl
Dagstuhl dataset
ECQA
EduBench
ENT-DESC
MGCN+sum
ESConv
ESCov
ExTES
Fandom dev
(NN) Oracle plot + summary + oracle char. desc.
Fandom test
General
GenWiki
harmfulqa
GPT-4
HistGen WSI-Report Dataset
HistGen
HOPE
IU X-Ray
X-RGen
JobNego
Koohii Kanji
LaMP
LaMP-4
LCSTS
LDC2016E25
LoCoMo
LongFact
LongLaMP
MeCDDI
MELD
MIMIC-IV-ECG
ParaReval
Persona-Dialogue
PSYCON
PTB-XL
race
BDG p.m.
real
RECCON
recipe1m
Set Transformer
RecipeNLG
gpt2-small
ResNego
RoleBench
RotoEdit
simulated
Specific
Summarization
SurveyBench
SurveyGen
SwissProt
THU Chinese Classical Poetry Corpus
TVMegaSite dev
TVMegaSite test
Twitter Dialogue (Noun)
Twitter Dialogue (Tense)
Ubuntu Dialogue (Activity)
MrRNN Act.-Ent.
Ubuntu Dialogue (Cmd)
Ubuntu Dialogue (Entity)
Ubuntu Dialogue (Tense)
unknown
user study dataset
VG graph-text
GT-BT (composed noise)
WebNLG v2.1
GT-BT (sampled noise)
WebNLG17
WikiOFGraph
T5-large
WMT'19 De-En
WMT14 German-to-English
Yelp Review Dataset (Large)