natural language inference

CEHA: A Dataset of Conflict Events in the Horn of Africa COLING 2025 CiteEval: Principle-Driven Citation Evaluation for Source Attribution ACL 2025 CoMuMDR: Code-mixed Multi-modal Multi-domain corpus for Discourse paRsing in conversations ACL 2025 Conditional Dichotomy Quantification via Geometric Embedding ACL 2025 ConfReady: A RAG based Assistant and Dataset for Conference Checklist Responses EMNLP 2025 Consensus or Conflict? Fine-Grained Evaluation of Conflicting Answers in Question-Answering EMNLP 2025 CORRECT: Context- and Reference-Augmented Reasoning and Prompting for Fact-Checking NAACL 2025 Cross-Document Cross-Lingual NLI via RST-Enhanced Graph Fusion and Interpretability Prediction EMNLP 2025 Cross-lingual Text Classification Transfer: The Case of Ukrainian COLING 2025 Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization AAAI 2025 Detecting Inconsistencies in Narrative Elements of Cross Lingual Nakba Texts COLING 2025 Developing a Reliable, Fast, General-Purpose Hallucination Detection and Mitigation Service NAACL 2025 Difficulty Estimation in Natural Language Tasks with Action Scores NAACL 2025 Discourse-Driven Evaluation: Unveiling Factual Inconsistency in Long Document Summarization NAACL 2025 DivLogicEval: A Framework for Benchmarking Logical Reasoning Evaluation in Large Language Models EMNLP 2025 Do Emotions Really Affect Argument Convincingness? A Dynamic Approach with LLM-based Manipulation Checks ACL 2025 Does Training on Synthetic Data Make Models Less Robust? NAACL 2025 Do Language Models Have Semantics? On the Five Standard Positions ACL 2025 Dually Self-Improved Counterfactual Data Augmentation Using Large Language Model ACL 2025 Efficient Annotator Reliability Assessment and Sample Weighting for Knowledge-Based Misinformation Detection on Social Media NAACL 2025 Efficient Nearest Neighbor based Uncertainty Estimation for Natural Language Processing Tasks NAACL 2025 Empowering LLMs with Logical Reasoning: A Comprehensive Survey IJCAI 2025 Entailed Between the Lines: Incorporating Implication into NLI ACL 2025 Entailment-Preserving First-order Logic Representations in Natural Language Entailment ACL 2025 Entangled Relations: Leveraging NLI and Meta-analysis to Enhance Biomedical Relation Extraction NAACL 2025