semantic analysis

Conflict and Overlap Classification in Construction Standards Using a Large Language Model NAACL 2025 ConMeC: A Dataset for Metonymy Resolution with Common Nouns NAACL 2025 Context and POS in Action: A Comparative Study of Chinese Homonym Disambiguation in Human and Language Models EMNLP 2025 CORDIAL: Can Multimodal Large Language Models Effectively Understand Coherence Relationships? ACL 2025 Cross-Domain Persuasion Detection with Argumentative Features EMNLP 2025 DAGS: A Dependency-Based Dual-Attention and Global Semantic Improvement Framework for Metaphor Recognition ACL 2025 DEQA: Descriptions Enhanced Question-Answering Framework for Multimodal Aspect-Based Sentiment Analysis AAAI 2025 Discovering Divergent Representations between Text-to-Image Models ICCV 2025 Do Large Language Models Understand Word Senses? EMNLP 2025 Do LLMs Encode Frame Semantics? Evidence from Frame Identification EMNLP 2025 Domain-Informed Label Fusion Surpasses LLMs in Free-Living Activity Classification (Student Abstract) AAAI 2025 Doppelganger-JC: Benchmarking the LLMs’ Understanding of Cross-Lingual Homographs between Japanese and Chinese IJCNLP 2025 Drivel-ology: Challenging LLMs with Interpreting Nonsense with Depth EMNLP 2025 Dying or Departing? Euphemism Detection for Death Discourse in Historical Texts COLING 2025 Easy as PIE? Identifying Multi-Word Expressions with LLMs EMNLP 2025 Enhanced Noun-Noun Compound Interpretation through Textual Enrichment EMNLP 2025 Enhancing Hyperbole and Metaphor Detection with Their Bidirectional Dynamic Interaction and Emotion Knowledge ACL 2025 Envisioning Class Entity Reasoning by Large Language Models for Few-shot Learning AAAI 2025 Evaluating LLMs’ Capability to Identify Lexical Semantic Equivalence: Probing with the Word-in-Context Task COLING 2025 Evaluating Taxonomy Free Character Role Labeling (TF-CRL) in News Stories using Large Language Models EMNLP 2025 Evaluation of Generated Poetry AACL 2025 EventRelBench: A Comprehensive Benchmark for Evaluating Event Relation Understanding in Large Language Models EMNLP 2025 Explaining in Diffusion: Explaining a Classifier with Diffusion Semantics CVPR 2025 Exploring Layer-wise Representations of English and Chinese Homonymy in Pre-trained Language Models ACL 2025 FLUID QA: A Multilingual Benchmark for Figurative Language Usage in Dialogue across English, Chinese, and Korean EMNLP 2025