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Semantic Analysis

2901 directly classified papers

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Papers

SeriesBench: A Benchmark for Narrative-Driven Drama Series Understanding CVPR 2025
Beyond Memorization: Assessing Semantic Generalization in Large Language Models Using Phrasal Constructions AACL 2025
Pragmatic Theories Enhance Understanding of Implied Meanings in LLMs AACL 2025
Evaluating Taxonomy Free Character Role Labeling (TF-CRL) in News Stories using Large Language Models EMNLP 2025
GL-CLiC: Global-Local Coherence and Lexical Complexity for Sentence-Level AI-Generated Text Detection AACL 2025
From Syntax to Semantics: Evaluating the Impact of Linguistic Structures on LLM-Based Information Extraction ACL 2025
Quantum-inspired Non-homologous Representation Constraint Mechanism for Long-tail Senses of Word Sense Disambiguation AAAI 2025
PoliTo at SemEval-2025 Task 1: Beyond Literal Meaning: A Chain-of-Though Approach for Multimodal Idiomacity Understanding ACL 2025
PoliTo at SemEval-2025 Task 1: Beyond Literal Meaning: A Chain-of-Though Approach for Multimodal Idiomacity Understanding SEMEVAL 2025
Semantic Masking in a Needle-in-a-haystack Test for Evaluating Large Language Model Long-Text Capabilities COLING 2025
AnaScore: Understanding Semantic Parallelism in Proportional Analogies NAACL 2025
Zhoumou at SemEval-2025 Task 1: Leveraging Multimodal Data Augmentation and Large Language Models for Enhanced Idiom Understanding SEMEVAL 2025
NLI under the Microscope: What Atomic Hypothesis Decomposition Reveals NAACL 2025
Cognitive Linguistic Identity Fusion Score (CLIFS): A Scalable Cognition‐Informed Approach to Quantifying Identity Fusion from Text EMNLP 2025
Mark My Words: A Robust Multilingual Model for Punctuation in Text and Speech Transcripts IJCNLP 2025
Bridging Perceptual Gaps in Food NLP: A Structured Approach Using Sensory Anchors ACL 2025
Generics are puzzling. Can language models find the missing piece? COLING 2025
An Annotation Protocol for Diachronic Evaluation of Semantic Drift in Disability Sources ACL 2025
How to Leverage Digit Embeddings to Represent Numbers? COLING 2025
Comparative Study of Multilingual Idioms and Similes in Large Language Models COLING 2025
DUTJBD at SemEval-2025 Task 3: A Range of Approaches for Predicting Hallucination Generation in Models SEMEVAL 2025
Beyond Seen Data: Improving KBQA Generalization Through Schema-Guided Logical Form Generation EMNLP 2025
How Ambiguous Are the Rationales for Natural Language Reasoning? A Simple Approach to Handling Rationale Uncertainty COLING 2025
CASE: Large Scale Topic Exploitation for Decision Support Systems COLING 2025
MADAWSD: Multi-Agent Debate Framework for Adversarial Word Sense Disambiguation EMNLP 2025