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natural language inference

1278 papers

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Also known as

NLI

Co-occurring keywords

text classification (6776) large language model (12755) question answering (2904) textual entailment (241) transfer learning (5442) zero-shot learning (3637) semantic analysis (785) language model (4573) evidence retrieval (229) few-shot learning (3390)

Papers

X-Fact: A New Benchmark Dataset for Multilingual Fact Checking ACL 2021
Label Verbalization and Entailment for Effective Zero and Few-Shot Relation Extraction EMNLP 2021
Does Putting a Linguist in the Loop Improve NLU Data Collection? EMNLP 2021
COSY: COunterfactual SYntax for Cross-Lingual Understanding ACL 2021
BreakingBERT@IITK at SemEval-2021 Task 9: Statement Verification and Evidence Finding with Tables IJCNLP 2021
A Multilingual Benchmark for Probing Negation-Awareness with Minimal Pairs EMNLP 2021
UnNatural Language Inference IJCNLP 2021
Measuring Association Between Labels and Free-Text Rationales EMNLP 2021
X-Fact: A New Benchmark Dataset for Multilingual Fact Checking IJCNLP 2021
Probing Language Models for Understanding of Temporal Expressions EMNLP 2021
Generating Hypothetical Events for Abductive Inference ACL 2021
Enhancing Descriptive Image Captioning with Natural Language Inference IJCNLP 2021
Assessing the Generalization Capacity of Pre-trained Language Models through Japanese Adversarial Natural Language Inference EMNLP 2021
Joint Models for Answer Verification in Question Answering Systems IJCNLP 2021
From Machine Translation to Code-Switching: Generating High-Quality Code-Switched Text IJCNLP 2021
On the Language-specificity of Multilingual BERT and the Impact of Fine-tuning EMNLP 2021
NeuralLog: Natural Language Inference with Joint Neural and Logical Reasoning IJCNLP 2021
Embracing Ambiguity: Shifting the Training Target of NLI Models ACL 2021
Does External Knowledge Help Explainable Natural Language Inference? Automatic Evaluation vs. Human Ratings EMNLP 2021
To what extent do human explanations of model behavior align with actual model behavior? EMNLP 2021
LRG at SemEval-2021 Task 4: Improving Reading Comprehension with Abstract Words using Augmentation, Linguistic Features and Voting SEMEVAL 2021
BreakingBERT@IITK at SemEval-2021 Task 9: Statement Verification and Evidence Finding with Tables SEMEVAL 2021
Knowledge-Enhanced Evidence Retrieval for Counterargument Generation EMNLP 2021
Factoring Statutory Reasoning as Language Understanding Challenges ACL 2021
Explanations for CommonsenseQA: New Dataset and Models ACL 2021