natural language inference

Leveraging Moment Injection for Enhanced Semi-supervised Natural Language Inference with Large Language Models NAACL 2025 LexTime: A Benchmark for Temporal Ordering of Legal Events EMNLP 2025 LiTEx: A Linguistic Taxonomy of Explanations for Understanding Within-Label Variation in Natural Language Inference EMNLP 2025 LLMSR@XLLM25: Integrating Reasoning Prompt Strategies with Structural Prompt Formats for Enhanced Logical Inference ACL 2025 Long-Form Information Alignment Evaluation Beyond Atomic Facts EMNLP 2025 LORAXBENCH: A Multitask, Multilingual Benchmark Suite for 20 Indonesian Languages EMNLP 2025 Lost in Inference: Rediscovering the Role of Natural Language Inference for Large Language Models NAACL 2025 Lost in Variation? Evaluating NLI Performance in Basque and Spanish Geographical Variants CoNLL 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 MedHallu: A Comprehensive Benchmark for Detecting Medical Hallucinations in Large Language Models EMNLP 2025 Metaphor and Large Language Models: When Surface Features Matter More than Deep Understanding ACL 2025 MFTCXplain: A Multilingual Benchmark Dataset for Evaluating the Moral Reasoning of LLMs through Multi-hop Hate Speech Explanation EMNLP 2025 Mind the Blind Spots: A Focus-Level Evaluation Framework for LLM Reviews EMNLP 2025 Minimal Evidence Group Identification for Claim Verification NAACL 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 MRR-FV: Unlocking Complex Fact Verification with Multi-Hop Retrieval and Reasoning AAAI 2025 Multimodal Argumentative Fallacy Classification in Political Debates ACL 2025 Multi-token Mask-filling and Implicit Discourse Relations EMNLP 2025 Natural Language Inference Fine-tuning for Scientific Hallucination Detection ACL 2025 Natural Language Inference Improves Compositionality in Vision-Language Models ICLR 2025 Natural Logic at the Core: Dynamic Rewards for Entailment Tree Generation ACL 2025 NeKo: Cross-Modality Post-Recognition Error Correction with Tasks-Guided Mixture-of-Experts Language Model ACL 2025 Neutralizing Bias in LLM Reasoning using Entailment Graphs ACL 2025