Semantic Analysis

Neuro-symbolic Training for Reasoning over Spatial Language NAACL 2025 Neutralizing Bias in LLM Reasoning using Entailment Graphs ACL 2025 NLI under the Microscope: What Atomic Hypothesis Decomposition Reveals NAACL 2025 No Questions are Stupid, but some are Poorly Posed: Understanding Poorly-Posed Information-Seeking Questions ACL 2025 Not Every Metric is Equal: Cognitive Models for Predicting N400 and P600 Components During Reading Comprehension COLING 2025 NotMyNarrative at SemEval-2025 Task 10: Do Narrative Features Share Across Languages in Multilingual Encoder Models? SemEval 2025 Not quite Sherlock Holmes: Language model predictions do not reliably differentiate impossible from improbable events ACL 2025 Nunchi-Bench: Benchmarking Language Models on Cultural Reasoning with a Focus on Korean Superstition ACL 2025 o-MEGA: Optimized Methods for Explanation Generation and Analysis EMNLP 2025 On choosing the vehicles of metaphors without a body: evidence from Large Language Models ACL 2025 On Crowdsourcing Task Design for Discourse Relation Annotation COLING 2025 On Integrating LLMs Into an Argument Annotation Workflow ACL 2025 On Reference (In-)Determinacy in Natural Language Inference NAACL 2025 On the Role of Context for Discourse Relation Classification in Scientific Writing EMNLP 2025 On the Role of Semantic Proto-roles in Semantic Analysis: What do LLMs know about agency? ACL 2025 On the Same Wavelength? Evaluating Pragmatic Reasoning in Language Models across Broad Concepts EMNLP 2025 On the Transferability of Causal Knowledge for Language Models NAACL 2025 Open-World Authorship Attribution ACL 2025 “Otherwise” in Context: Exploring Discourse Functions with Language Models EMNLP 2025 PAM: Paraphrase AMR-Centric Evaluation Metric ACL 2025 PEIRCE: Unifying Material and Formal Reasoning via LLM-Driven Neuro-Symbolic Refinement ACL 2025 People will agree what I think: Investigating LLM’s False Consensus Effect NAACL 2025 Persistent Homology of Topic Networks for the Prediction of Reader Curiosity ACL 2025 Perspective Transition of Large Language Models for Solving Subjective Tasks ACL 2025 PhonoThink: Improving Large Language Models’ Reasoning on Chinese Phonological Ambiguities EMNLP 2025