Natural Language Inference
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。
ANLI
ANLI-r3
ANLI test
AX
BioNLI
BioLinkBert
CommitmentBank
PaLM 540B (finetuned)
e-SNLI
ExplainThenPredictAttention (e-InferSent Bi-LSTM + Attention)
FarsTail
Translate-Source + fastText
GLUE
HANS
Roberta-large
JamPatoisNLI
KUAKE-QQR
KUAKE-QTR
LiDiRus
MED
NeuralLog
MedNLI
ClinicalMosaic
MNLI + SNLI + ANLI + FEVER
MRPC
DeBERTaV3large
multi_nli
MultiNLI
T5-11B
MultiNLI Dev
TinyBERT-6 67M
Probability words NLI
QNLI
ALICE
Quora Question Pairs
RCB
RTE
PaLM 540B (fine-tuned)
SciTail
CA-MTL
SICK
NeuralLog
SNLI
EFL (Entailment as Few-shot Learner) + RoBERTa-large
TabFact
TERRa
V-SNLI
MMBT
WNLI
DeBERTa
XNLI Chinese
ERNIE 2.0 Large
XNLI Chinese Dev
ERNIE 2.0 Large
XNLI French
CamemBERT (large)
XWINO
mGPT