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自然语言推理
自然语言推理(NLI)是确定给定前提下假设是否成立的任务,包括蕴含、矛盾和中性三种关系。该任务采用深度学习等方法,常用数据集有SNLI、MultiNLI和SciTail等。NLI在自然语言处理中具有重要应用价值,能够提升机器理解与推理能力。
SNLI
EFL (Entailment as Few-shot Learner) + RoBERTa-large
RTE
PaLM 540B (fine-tuned)
MultiNLI
T5-11B
QNLI
ALICE
ANLI test
WNLI
DeBERTa
RCB
TERRa
LiDiRus
CommitmentBank
PaLM 540B (finetuned)
SciTail
MT-DNN-SMARTLARGEv0
MultiNLI Dev
TinyBERT-6 67M
FarsTail
Translate-Source + fastText
MedNLI
CharacterBERT (base, medical)
XNLI French
CamemBERT (large)
V-SNLI
MMBT
e-SNLI
ExplainThenPredictAttention (e-InferSent Bi-LSTM + Attention)
XNLI Chinese Dev
ERNIE 2.0 Large
XNLI Chinese
ERNIE 2.0 Large
JamPatoisNLI
Quora Question Pairs
BioNLI
BioLinkBert
SICK
NeuralLog
MRPC
DeBERTaV3large
TabFact
XWINO
mGPT
HANS
Roberta-large
MNLI + SNLI + ANLI + FEVER
Probability words NLI
KUAKE-QQR
KUAKE-QTR
MED
NeuralLog
AX
GLUE
multi_nli
ANLI
ANLI-r3