Natural Language Inference

MADAWSD: Multi-Agent Debate Framework for Adversarial Word Sense Disambiguation EMNLP 2025 MALTO at SemEval-2025 Task 3: Detecting Hallucinations in LLMs via Uncertainty Quantification and Larger Model Validation SemEval 2025 Math Natural Language Inference: this should be easy! EMNLP 2025 Meaning Beyond Truth Conditions: Evaluating Discourse Level Understanding via Anaphora Accessibility ACL 2025 Merging Two Grammar Worlds: Exploring the Relationship between Universal Dependencies and Signal Temporal Logic IJCNLP 2025 Metaphor and Large Language Models: When Surface Features Matter More than Deep Understanding ACL 2025 Mind_Matrix at CQs-Gen 2025: Adaptive Generation of Critical Questions for Argumentative Interventions ACL 2025 MIRAGE: Evaluating and Explaining Inductive Reasoning Process in Language Models ICLR 2025 MMLabUIT at CoMeDiShared Task: Text Embedding Techniques versus Generation-Based NLI for Median Judgment Classification COLING 2025 MorphNLI: A Stepwise Approach to Natural Language Inference Using Text Morphing NAACL 2025 Multi-Agent LLM Debate Unveils the Premise Left Unsaid ACL 2025 MultiCoPIE: A Multilingual Corpus of Potentially Idiomatic Expressions for Cross-lingual PIE Disambiguation NAACL 2025 Multilingual Grammatical Error Annotation: Combining Language-Agnostic Framework with Language-Specific Flexibility ACL 2025 Multimodal Argumentative Fallacy Classification in Political Debates ACL 2025 Multi-token Mask-filling and Implicit Discourse Relations EMNLP 2025 MUSTS: MUltilingual Semantic Textual Similarity Benchmark ACL 2025 Natural Language Inference Fine-tuning for Scientific Hallucination Detection ACL 2025 Natural Language Inference Improves Compositionality in Vision-Language Models ICLR 2025 Natural Language Understanding of Devanagari Script Languages: Language Identification, Hate Speech and its Target Detection COLING 2025 Natural Logic at the Core: Dynamic Rewards for Entailment Tree Generation ACL 2025 Neutralizing Bias in LLM Reasoning using Entailment Graphs ACL 2025 NL-Eye: Abductive NLI For Images ICLR 2025 NLI under the Microscope: What Atomic Hypothesis Decomposition Reveals NAACL 2025 Normative Reasoning in Large Language Models: A Comparative Benchmark from Logical and Modal Perspectives EMNLP 2025 Not Just a Piece of Cake: Cross-Lingual Fine-Tuning for Idiom Identification IJCNLP 2025