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Natural Language Inference

177 directly classified papers

Papers per year

Papers

Multi-token Mask-filling and Implicit Discourse Relations EMNLP 2025
Investigating the Impact of Conceptual Metaphors on LLM-based NLI through Shapley Interactions EMNLP 2025
Can LLMs Detect Ambiguous Plural Reference? An Analysis of Split-Antecedent and Mereological Reference EMNLP 2025
Conditional Dichotomy Quantification via Geometric Embedding ACL 2025
Emotion Identification for French in Written Texts: Considering Modes of Emotion Expression as a Step Towards Text Complexity Analysis ACL 2024
ImplicaTR: A Granular Dataset for Natural Language Inference and Pragmatic Reasoning in Turkish ACL 2024
Reassess Summary Factual Inconsistency Detection with Large Language Model ACL 2024
Don’t Blame the Data, Blame the Model: Understanding Noise and Bias When Learning from Subjective Annotations EACL 2024
Probing of pretrained multilingual models on the knowledge of discourse EACL 2024
Measuring and Improving Attentiveness to Partial Inputs with Counterfactuals EMNLP 2024
Outcome-Constrained Large Language Models for Countering Hate Speech EMNLP 2024
Large Language Models Fall Short: Understanding Complex Relationships in Detective Narratives ACL 2024
Quantifying Uncertainty in Natural Language Explanations of Large Language Models AISTATS 2024
VideoGrounding-DINO: Towards Open-Vocabulary Spatio-Temporal Video Grounding CVPR 2024
Resolving Word Vagueness with Scenario-guided Adapter for Natural Language Inference IJCAI 2024
Exploring Defeasibility in Causal Reasoning ACL 2024
Discursive Socratic Questioning: Evaluating the Faithfulness of Language Models’ Understanding of Discourse Relations ACL 2024
ECON: On the Detection and Resolution of Evidence Conflicts EMNLP 2024
LogicAsker: Evaluating and Improving the Logical Reasoning Ability of Large Language Models EMNLP 2024
IIMAS at SemEval-2024 Task 9: A Comparative Approach for Brainteaser Solutions SEMEVAL 2024
More Labels or Cases? Assessing Label Variation in Natural Language Inference EACL 2024
Constructions Are So Difficult That Even Large Language Models Get Them Right for the Wrong Reasons COLING 2024
FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models ACL 2024
Temporal Validity Change Prediction ACL 2024
HalluMeasure: Fine-grained Hallucination Measurement Using Chain-of-Thought Reasoning EMNLP 2024