Semantic Analysis

FarSense: A Comprehensive Commonsense Benchmark and Evaluation Framework for the Farsi Language IJCNLP 2025 FEAT-writing: An Interactive Training System for Argumentative Writing COLING 2025 Few-Shot Natural Language to First-Order Logic Translation via Code Generation NAACL 2025 FicSim: A Dataset for Multi-Faceted Semantic Similarity in Long-Form Fiction EMNLP 2025 FLUID QA: A Multilingual Benchmark for Figurative Language Usage in Dialogue across English, Chinese, and Korean EMNLP 2025 Forbidden FRUIT is the Sweetest: An Annotated Tweets Corpus for French Unfrozen Idioms Identification ACL 2025 Formalizing Style in Personal Narratives EMNLP 2025 From Debates to Diplomacy: Argument Mining Across Political Registers ACL 2025 From Human Reading to NLM Understanding: Evaluating the Role of Eye-Tracking Data in Encoder-Based Models ACL 2025 From Phrases to Subgraphs: Fine-Grained Semantic Parsing for Knowledge Graph Question Answering ACL 2025 From Stories to Statistics: Methodological Biases in LLM-Based Narrative Flow Quantification CoNLL 2025 From Syntax to Semantics: Evaluating the Impact of Linguistic Structures on LLM-Based Information Extraction ACL 2025 Funzac at CoMeDi Shared Task: Modeling Annotator Disagreement from Word-In-Context Perspectives COLING 2025 Gathering Compositionality Ratings of Ambiguous Noun-Adjective Multiword Expressions in Galician NAACL 2025 GDLLM: A Global Distance-aware Modeling Approach Based on Large Language Models for Event Temporal Relation Extraction EMNLP 2025 Generics are puzzling. Can language models find the missing piece? COLING 2025 Ges3ViG : Incorporating Pointing Gestures into Language-Based 3D Visual Grounding for Embodied Reference Understanding CVPR 2025 GEXIA: Granularity Expansion and Iterative Approximation for Scalable Multi-Grained Video-Language Learning WACV 2025 GIL-IIMAS UNAM at SemEval-2025 Task 3: MeSSI: A Multilmodule System to detect hallucinated Segments in trivia-like Inquiries. SemEval 2025 GlyphPattern: An Abstract Pattern Recognition for Vision-Language Models ACL 2025 GOAL: Global-local Object Alignment Learning CVPR 2025 Good Intentions Beyond ACL: Who Does NLP for Social Good, and Where? EMNLP 2025 GroundCocoa: A Benchmark for Evaluating Compositional & Conditional Reasoning in Language Models NAACL 2025 GRV-KBQA: A Three-Stage Framework for Knowledge Base Question Answering with Decoupled Logical Structure, Semantic Grounding and Structure-Aware Validation EMNLP 2025 Hallucination Detectives at SemEval-2025 Task 3: Span-Level Hallucination Detection for LLM-Generated Answers SemEval 2025