semantic analysis

785 papers

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SNACS

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large language model (12755) text classification (6776) natural language inference (1278) language model (4573) word embedding (1764) natural language processing (2027) natural language understanding (845) representation learning (6174) word sense disambiguation (320) lexical semantics (325)

Papers

ATLANTIS at SemEval-2025 Task 3 : Detecting Hallucinated Text Spans in Question Answering SEMEVAL 2025

NarrativeNexus at SemEval-2025 Task 10: Entity Framing and Narrative Extraction using BART ACL 2025

Surprisal Dynamics for the Detection of Multi-Word Expressions in English IJCNLP 2025

UCSC NLP T6 at SemEval-2025 Task 1: Leveraging LLMs and VLMs for Idiomatic Understanding ACL 2025

Between Hetero-Fatalism and Dark Femininity: Discussions of Relationships, Sex, and Men in the Femosphere ACL 2025

YNU-HPCC at SemEval-2025 Task 1: Enhancing Multimodal Idiomaticity Representation via LoRA and Hybrid Loss Optimization ACL 2025

Enhanced Noun-Noun Compound Interpretation through Textual Enrichment EMNLP 2025

Semantic Inversion, Identical Replies: Revisiting Negation Blindness in Large Language Models EMNLP 2025

Dying or Departing? Euphemism Detection for Death Discourse in Historical Texts COLING 2025

Language Models at the Syntax-Semantics Interface: A Case Study of the Long-Distance Binding of Chinese Reflexive Ziji COLING 2025

DAGS: A Dependency-Based Dual-Attention and Global Semantic Improvement Framework for Metaphor Recognition ACL 2025

TORSO: Template-Oriented Reasoning Towards General Tasks EMNLP 2025

PROOD: A Simple LLM Out-of-Distribution Guardrail Leveraging Response Semantics EMNLP 2025

SSA: Semantic Contamination of LLM-Driven Fake News Detection EMNLP 2025

Pun Unintended: LLMs and the Illusion of Humor Understanding EMNLP 2025

Semantic Differentiation in Speech Emotion Recognition: Insights from Descriptive and Expressive Speech Roles EMNLP 2025

RAGulator: Lightweight Out-of-Context Detectors for Grounded Text Generation EMNLP 2025

Learning Trajectories of Figurative Language for Pre-Trained Language Models EMNLP 2025

Neuro-Symbolic Natural Language Processing EMNLP 2025

Drivel-ology: Challenging LLMs with Interpreting Nonsense with Depth EMNLP 2025

Generics are puzzling. Can language models find the missing piece? COLING 2025

Evaluating LLMs’ Capability to Identify Lexical Semantic Equivalence: Probing with the Word-in-Context Task COLING 2025

TEACH: A Contrastive Knowledge Adaptive Distillation Framework for Classical Chinese Understanding ACL 2025

Evaluating Taxonomy Free Character Role Labeling (TF-CRL) in News Stories using Large Language Models EMNLP 2025

Discovering Divergent Representations between Text-to-Image Models ICCV 2025