Semantic Analysis

Enhancing Hyperbole and Metaphor Detection with Their Bidirectional Dynamic Interaction and Emotion Knowledge ACL 2025 Enhancing Multi-party Dialogue Discourse Parsing with Explanation Generation COLING 2025 Enhancing NLU in Large Language Models Using Adversarial Noisy Instruction Tuning AAAI 2025 Enhancing Rhetorical Figure Annotation: An Ontology-Based Web Application with RAG Integration COLING 2025 Enhancing Spatial Reasoning in Multimodal Large Language Models through Reasoning-based Segmentation ICCV 2025 Evaluating Instructively Generated Statement by Large Language Models for Directional Event Causality Identification ACL 2025 Evaluating LLMs’ Assessment of Mixed-Context Hallucination Through the Lens of Summarization ACL 2025 Evaluating LLMs’ Capability to Identify Lexical Semantic Equivalence: Probing with the Word-in-Context Task COLING 2025 Evaluating Pretrained Causal Language Models for Synonymy ACL 2025 Evaluating Structural and Linguistic Quality in Urdu DRS Parsing and Generation through Bidirectional Evaluation 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 Holistic Essay Scores in Comparative Judgment Assessments by Predicting Scores on Rubrics ACL 2025 Exploiting Word Sense Disambiguation in Large Language Models for Machine Translation COLING 2025 Exploring Author Style in Nakba Short Stories: A Comparative Study of Transformer-Based Models COLING 2025 Exploring Context Strategies in LLMs for Discourse-Aware Machine Translation EMNLP 2025 Exploring Contextual Attribute Density in Referring Expression Counting CVPR 2025 Exploring Layer-wise Representations of English and Chinese Homonymy in Pre-trained Language Models ACL 2025 Exploring the Effect of Nominal Compound Structure in Scientific Texts on Reading Times of Experts and Novices ACL 2025 Extracting structure from an LLM - how to improve on surprisal-based models of Human Language Processing COLING 2025 Extrapolating to Unknown Opinions Using LLMs COLING 2025 FactEHR: A Dataset for Evaluating Factuality in Clinical Notes Using LLMs MLHC 2025 FactTrack: Time-Aware World State Tracking in Story Outlines NAACL 2025 Fann or Flop: A Multigenre, Multiera Benchmark for Arabic Poetry Understanding in LLMs EMNLP 2025