natural language inference

TruthSplit: Revealing Conditional Validity in Arguments Through Multi-Worldview Comparative Reasoning ACL 2026 When LLMs Annotate: Reliability Challenges in Low-Resource NLI EACL 2026 A Calibrated Reflection Approach for Enhancing Confidence Estimation in LLMs NAACL 2025 Advancing Biomedical Claim Verification by Using Large Language Models with Better Structured Prompting Strategies ACL 2025 Aligning ASR Evaluation with Human and LLM Judgments: Intelligibility Metrics Using Phonetic, Semantic, and NLI Approaches Interspeech 2025 Am I eligible? Natural Language Inference for Clinical Trial Patient Recruitment: the Patient’s Point of View NAACL 2025 A MISMATCHED Benchmark for Scientific Natural Language Inference ACL 2025 ArabicSense: A Benchmark for Evaluating Commonsense Reasoning in Arabic with Large Language Models COLING 2025 A Rose by Any Other Name: LLM-Generated Explanations Are Good Proxies for Human Explanations to Collect Label Distributions on NLI ACL 2025 Artificial Relationships in Fiction: A Dataset for Advancing NLP in Literary Domains NAACL 2025 Ask Me Like I’m Human: LLM-based Evaluation with For-Human Instructions Correlates Better with Human Evaluations than Human Judges ACL 2025 Assessment and manipulation of latent constructs in pre-trained language models using psychometric scales ACL 2025 A Systematic Survey of Claim Verification: Corpora, Systems, and Case Studies EMNLP 2025 Audio Entailment: Assessing Deductive Reasoning for Audio Understanding AAAI 2025 AUTALIC: A Dataset for Anti-AUTistic Ableist Language In Context ACL 2025 Auto-GDA: Automatic Domain Adaptation for Efficient Grounding Verification in Retrieval-Augmented Generation ICLR 2025 Batayan: A Filipino NLP benchmark for evaluating Large Language Models ACL 2025 Benchmarking Query-Conditioned Natural Language Inference ACL 2025 Beyond Accuracy: Revisiting Out-of-Distribution Generalization in NLI Models CoNLL 2025 Beyond English: The Impact of Prompt Translation Strategies across Languages and Tasks in Multilingual LLMs NAACL 2025 Beyond Pointwise Scores: Decomposed Criteria-Based Evaluation of LLM Responses EMNLP 2025 Beyond Similarity Scoring: Detecting Entailment and Contradiction in Multilingual and Multimodal Contexts Interspeech 2025 Biases in Large Language Model-Elicited Text: A Case Study in Natural Language Inference COLING 2025 CaLQuest.PT: Towards the Collection and Evaluation of Natural Causal Ladder Questions in Portuguese for AI Agents COLING 2025 Can LLMs Detect Intrinsic Hallucinations in Paraphrasing and Machine Translation? ACL 2025