Semantic Analysis

Physics of Language Models: Part 3.2, Knowledge Manipulation ICLR 2025 PoliTo at SemEval-2025 Task 1: Beyond Literal Meaning: A Chain-of-Though Approach for Multimodal Idiomacity Understanding SemEval 2025 Polysemy Interpretation and Transformer Language Models: A Case of Korean Adverbial Postposition -(u)lo COLING 2025 Potentially Problematic Word Usages and How to Detect Them: A Survey EMNLP 2025 Pragmatic Perspective on Assessing Implicit Meaning Interpretation in Sentiment Analysis Models ACL 2025 Pragmatics in the Era of Large Language Models: A Survey on Datasets, Evaluation, Opportunities and Challenges ACL 2025 Pragmatic Theories Enhance Understanding of Implied Meanings in LLMs IJCNLP 2025 Predicting Implicit Arguments in Procedural Video Instructions ACL 2025 princi/pal: A Moral Dilemma Tamagotchi Game NeurIPS 2025 Probabilistic Aggregation and Targeted Embedding Optimization for Collective Moral Reasoning in Large Language Models ACL 2025 Probing LLMs for Multilingual Discourse Generalization Through a Unified Label Set ACL 2025 Prompting Metaphoricity: Soft Labeling with Large Language Models in Popular Communication of Science Tweets in Spanish ACL 2025 PsyTEx: A Knowledge-Guided Approach to Refining Text for Psychological Analysis NAACL 2025 QA-Noun: Representing Nominal Semantics via Natural Language Question-Answer Pairs IJCNLP 2025 Quantifying Lexical Semantic Shift via Unbalanced Optimal Transport ACL 2025 Quantum-inspired Non-homologous Representation Constraint Mechanism for Long-tail Senses of Word Sense Disambiguation AAAI 2025 QuASAR: A Question-Driven Structure-Aware Approach for Table-to-Text Generation ACL 2025 R²-CoD: Understanding Text-Graph Complementarity in Relational Reasoning via Knowledge Co-Distillation IJCNLP 2025 RCScore: Quantifying Response Consistency in Large Language Models EMNLP 2025 Readability Reconsidered A Cross-Dataset Analysis of Reference-Free Metrics EMNLP 2025 Reading between the Lines: Can LLMs Identify Cross-Cultural Communication Gaps? NAACL 2025 Reasoning with Graphs: Structuring Implicit Knowledge to Enhance LLMs Reasoning ACL 2025 Reassessing Graph Linearization for Sequence-to-sequence AMR Parsing: On the Advantages and Limitations of Triple-Based NAACL 2025 Relevant or Random: Can LLMs Truly Perform Analogical Reasoning? ACL 2025 Rethinking Semantic Parsing for Large Language Models: Enhancing LLM Performance with Semantic Hints ACL 2025