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Natural Language Inference

177 directly classified papers

Papers per year

Papers

CASE: Commonsense-Augmented Score with an Expanded Answer Space EMNLP 2023
Explicit Alignment and Many-to-many Entailment Based Reasoning for Conversational Machine Reading EMNLP 2023
Sources of Hallucination by Large Language Models on Inference Tasks EMNLP 2023
Discovering Highly Influential Shortcut Reasoning: An Automated Template-Free Approach EMNLP 2023
Argument mining as a multi-hop generative machine reading comprehension task EMNLP 2023
NLMs: Augmenting Negation in Language Models EMNLP 2023
CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues ACL 2022
Cross-Modal Cloze Task: A New Task to Brain-to-Word Decoding ACL 2022
Validity Assessment of Legal Will Statements as Natural Language Inference EMNLP 2022
Influence Functions for Sequence Tagging Models EMNLP 2022
Towards Improving Selective Prediction Ability of NLP Systems ACL 2022
Simple but Challenging: Natural Language Inference Models Fail on Simple Sentences EMNLP 2022
Stretching Sentence-pair NLI Models to Reason over Long Documents and Clusters EMNLP 2022
Not another Negation Benchmark: The NaN-NLI Test Suite for Sub-clausal Negation AACL 2022
Disentangling Indirect Answers to Yes-No Questions in Real Conversations NAACL 2022
Decomposing Natural Logic Inferences for Neural NLI EMNLP 2022
Just-DREAM-about-it: Figurative Language Understanding with DREAM-FLUTE EMNLP 2022
Testing Large Language Models on Compositionality and Inference with Phrase-Level Adjective-Noun Entailment COLING 2022
Improving Commonsense Contingent Reasoning by Pseudo-data and Its Application to the Related Tasks COLING 2022
Interpreting Language Models with Contrastive Explanations EMNLP 2022
Natural Language Inference with Self-Attention for Veracity Assessment of Pandemic Claims NAACL 2022
Semantic Diversity in Dialogue with Natural Language Inference NAACL 2022
Towards Identifying Alternative-Lexicalization Signals of Discourse Relations COLING 2022
WiC = TSV = WSD: On the Equivalence of Three Semantic Tasks NAACL 2022
TVShowGuess: Character Comprehension in Stories as Speaker Guessing NAACL 2022