natural language inference

Temporal Referential Consistency: Do LLMs Favor Sequences Over Absolute Time References? EMNLP 2025 The Alternative Annotator Test for LLM-as-a-Judge: How to Statistically Justify Replacing Human Annotators with LLMs ACL 2025 The Missing Parts: Augmenting Fact Verification with Half Truth Detection EMNLP 2025 Theorem-of-Thought: A Multi-Agent Framework for Abductive, Deductive, and Inductive Reasoning in Language Models ACL 2025 Towards Explainable Temporal Reasoning in Large Language Models: A Structure-Aware Generative Framework ACL 2025 Towards Knowledge Checking in Retrieval-augmented Generation: A Representation Perspective NAACL 2025 Towards Long Context Hallucination Detection NAACL 2025 Towards the Roots of the Negation Problem: A Multilingual NLI Dataset and Model Scaling Analysis EMNLP 2025 Transitive self-consistency evaluation of NLI models without gold labels EMNLP 2025 Transparent and Coherent Procedural Mistake Detection EMNLP 2025 UCS-SQL: Uniting Content and Structure for Enhanced Semantic Bridging In Text-to-SQL ACL 2025 Unveiling Dual Quality in Product Reviews: An NLP-Based Approach ACL 2025 Using Contextually Aligned Online Reviews to Measure LLMs’ Performance Disparities Across Language Varieties NAACL 2025 Using LLM Judgements for Sanity Checking Results and Reproducibility of Human Evaluations in NLP ACL 2025 When Does Meaning Backfire? Investigating the Role of AMRs in NLI EMNLP 2025 WojoodRelations: Arabic Relation Extraction Corpus and Modeling EMNLP 2025 YNU-HPCC at SemEval-2025 Task3: Leveraging Zero-Shot Learning for Halluciantion Detection SemEval 2025 “You are Beautiful, Body Image Stereotypes are Ugly!” BIStereo: A Benchmark to Measure Body Image Stereotypes in Language Models ACL 2025 Zero-shot and Few-shot Learning with Instruction-following LLMs for Claim Matching in Automated Fact-checking COLING 2025 Zero-Shot Belief: A Hard Problem for LLMs EMNLP 2025 Zero-Shot Entailment Learning for Ontology-Based Biomedical Annotation Without Explicit Mentions COLING 2025 𝛿-Stance: A Large-Scale Real World Dataset of Stances in Legal Argumentation ACL 2025 0x.Yuan at SemEval-2024 Task 2: Agents Debating can reach consensus and produce better outcomes in Medical NLI task SemEval 2024 Abstract Meaning Representation-Based Logic-Driven Data Augmentation for Logical Reasoning ACL 2024 Accurate and Nuanced Open-QA Evaluation Through Textual Entailment ACL 2024