Semantics

False Friends or Cognates? A Cross-lingual Semantic Ambiguity Evaluation for Galician, Portuguese and Spanish ACL 2026 Narrative in Short German Prose: A Multi-Phenomenon Dataset for Computational Literary Analysis EACL 2026 Presupposition and Reasoning in Conditionals: A Theory-Based Study of Humans and LLMs CoNLL 2026 Rethinking the Idiomaticity Decomposability Hypothesis: Evidence from Distributional Learning ACL 2026 SenseRel: A Sense-Level Benchmark for Denotational and Connotational Meaning Relations ACL 2026 Systematicity between Forms and Meanings across Languages Supports Efficient Communication ACL 2026 Understanding Conversational Implicatures in Humans and LLMs ACL 2026 A Lens into Interpretable Transformer Mistakes via Semantic Dependency ICML 2025 An Annotation Protocol for Diachronic Evaluation of Semantic Drift in Disability Sources ACL 2025 Can information theory unravel the subtext in a Chekhovian short story? ACL 2025 Can Large Language Models Understand Internet Buzzwords Through User-Generated Content ACL 2025 Creating Hierarchical Relations in a Multilingual Event-type Ontology ACL 2025 Disagreement in Metaphor Annotation of Mexican Spanish Science Tweets COLING 2025 Discovering Divergent Representations between Text-to-Image Models ICCV 2025 Exploiting Phonetics and Glyph Representation at Radical-level for Classical Chinese Understanding ACL 2025 Improving LLM Abilities in Idiomatic Translation COLING 2025 Is a Peeled Apple Still Red? Evaluating LLMs’ Ability for Conceptual Combination with Property Type NAACL 2025 Is Partial Linguistic Information Sufficient for Discourse Connective Disambiguation? A Case Study of Concession ACL 2025 Label Bias in Symbolic Representation of Meaning ACL 2025 Linking language model predictions to human behaviour on scalar implicatures COLING 2025 LSC-Eval: A General Framework to Evaluate Methods for Assessing Dimensions of Lexical Semantic Change Using LLM-Generated Synthetic Data ACL 2025 Meaning Beyond Truth Conditions: Evaluating Discourse Level Understanding via Anaphora Accessibility ACL 2025 MockConf: A Student Interpretation Dataset: Analysis, Word- and Span-level Alignment and Baselines ACL 2025 Multilingual Supervision Improves Semantic Disambiguation of Adpositions COLING 2025 Multi-word Measures: Modeling Semantic Change in Compound Nouns ACL 2025