Natural Language Inference

Difficulty Estimation in Natural Language Tasks with Action Scores NAACL 2025 Discourse-Driven Code-Switching: Analyzing the Role of Content and Communicative Function in Spanish-English Bilingual Speech EMNLP 2025 Discourse-Driven Evaluation: Unveiling Factual Inconsistency in Long Document Summarization NAACL 2025 Does Context Matter? ContextualJudgeBench for Evaluating LLM-based Judges in Contextual Settings ACL 2025 Do Language Models Have Semantics? On the Five Standard Positions ACL 2025 Do Slides Help? Multi-modal Context for Automatic Transcription of Conference Talks EMNLP 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 Empowering LLMs with Logical Reasoning: A Comprehensive Survey IJCAI 2025 Enhancing Readability-Controlled Text Modification with Readability Assessment and Target Span Prediction EMNLP 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 Ethical Concern Identification in NLP: A Corpus of ACL Anthology Ethics Statements NAACL 2025 Evaluating Instructively Generated Statement by Large Language Models for Directional Event Causality Identification ACL 2025 Evaluating Numeracy of Language Models as a Natural Language Inference Task NAACL 2025 Evaluating Self-Generated Documents for Enhancing Retrieval-Augmented Generation with Large Language Models NAACL 2025 Exclusion of Thought: Mitigating Cognitive Load in Large Language Models for Enhanced Reasoning in Multiple-Choice Tasks ACL 2025 Explainable Hallucination through Natural Language Inference Mapping ACL 2025 ExpliCa: Evaluating Explicit Causal Reasoning in Large Language Models ACL 2025 Exploiting Task Reversibility of DRS Parsing and Generation: Challenges and Insights from a Multi-lingual Perspective COLING 2025 Exploiting the English Vocabulary Profile for L2 word-level vocabulary assessment with LLMs ACL 2025 Extractive Fact Decomposition for Interpretable Natural Language Inference in one Forward Pass EMNLP 2025 Factual Knowledge Assessment of Language Models Using Distractors COLING 2025 Fact Verification on Knowledge Graph via Programmatic Graph Reasoning EMNLP 2025