Semantic Analysis

Towards General-Domain Word Sense Disambiguation: Distilling Large Language Model into Compact Disambiguator EMNLP 2025 Towards Generalizable Generic Harmful Speech Datasets for Implicit Hate Speech Detection IJCNLP 2025 Toward the Automatic Detection of Word Meaning Negotiation Indicators in Conversation EMNLP 2025 Transfer of Structural Knowledge from Synthetic Languages ACL 2025 Transformer-Based Analysis of Adaptive and Maladaptive Self-States in Longitudinal Social Media Data NAACL 2025 Transformer-Based Temporal Information Extraction and Application: A Review EMNLP 2025 TRANSIENTTABLES: Evaluating LLMs’ Reasoning on Temporally Evolving Semi-structured Tables NAACL 2025 TROVE: A Challenge for Fine-Grained Text Provenance via Source Sentence Tracing and Relationship Classification ACL 2025 UCSC NLP T6 at SemEval-2025 Task 1: Leveraging LLMs and VLMs for Idiomatic Understanding SemEval 2025 UMUTeam at SemEval-2025 Task 1: Leveraging Multimodal and Large Language Model for Identifying and Ranking Idiomatic Expressions SemEval 2025 Uncertainty in Causality: A New Frontier ACL 2025 Uncovering Argumentative Flow: A Question-Focus Discourse Structuring Framework EMNLP 2025 Understand the Implication: Learning to Think for Pragmatic Understanding ACL 2025 Unsupervised Sentence Readability Estimation Based on Parallel Corpora for Text Simplification ACL 2025 Using Large Language Models to Perform MIPVU-Inspired Automatic Metaphor Detection ACL 2025 Using Shapley interactions to understand how models use structure ACL 2025 ViGiL3D: A Linguistically Diverse Dataset for 3D Visual Grounding ACL 2025 What does memory retrieval leave on the table? Modelling the Cost of Semi-Compositionality with MINERVA2 and sBERT CoNLL 2025 When Does Meaning Backfire? Investigating the Role of AMRs in NLI EMNLP 2025 When People are Floods: Analyzing Dehumanizing Metaphors in Immigration Discourse with Large Language Models ACL 2025 When the LM misunderstood the human chuckled: Analyzing garden path effects in humans and language models ACL 2025 Where do LLMs Encode the Knowledge to Assess the Ambiguity? COLING 2025 Whose Boat Does it Float? Improving Personalization in Preference Tuning via Inferred User Personas ACL 2025 Whose Palestine Is It? A Topic Modelling Approach to National Framing in Academic Research EMNLP 2025 WHoW: A Cross-domain Approach for Analysing Conversation Moderation NAACL 2025