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Semantic Analysis

2901 directly classified papers

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Papers

Semantic Change Characterization with LLMs using Rhetorics EACL 2026
Using BERT to Explore Lexical Semantic Change of Prepositions EACL 2026
Extracting Multi-Word Expressions Representing Technical Terms and Proper Nouns in Log Messages EACL 2026
Do Large Language Models Adapt to Language Variation across Socioeconomic Status? EACL 2026
Teaching Small Language Models to Learn Logic through Meta-Learning EACL 2026
Surprisal and Metaphor Novelty Judgments: Moderate Correlations and Divergent Scaling Effects Revealed by Corpus-Based and Synthetic Datasets EACL 2026
The Curious Case of Analogies: Investigating Analogical Reasoning in Large Language Models AAAI 2026
Effective QA-Driven Annotation of Predicate–Argument Relations Across Languages EACL 2026
Is Information Density Uniform when Utterances are Grounded on Perception and Discourse? EACL 2026
CASE – Condition-Aware Sentence Embeddings for Conditional Semantic Textual Similarity Measurement EACL 2026
Word Surprisal Correlates with Sentential Contradiction in LLMs EACL 2026
Token-Context Attention for NLI: An Alternative to Self-Attention AAAI 2026
SmurfCat at SemEval-2025 Task 3: Bridging External Knowledge and Model Uncertainty for Enhanced Hallucination Detection ACL 2025
Lexical Semantic Change Annotation with Large Language Models NAACL 2025
When Does Meaning Backfire? Investigating the Role of AMRs in NLI EMNLP 2025
HSGM: Hierarchical Segment-Graph Memory for Scalable Long-Text Semantics EMNLP 2025
Exploring Context Strategies in LLMs for Discourse-Aware Machine Translation EMNLP 2025
Exploring Contextual Attribute Density in Referring Expression Counting CVPR 2025
Discourse Relation Recognition with Language Models Under Different Data Availability EMNLP 2025
Enhancing Spatial Reasoning in Multimodal Large Language Models through Reasoning-based Segmentation ICCV 2025
Enhanced Noun-Noun Compound Interpretation through Textual Enrichment EMNLP 2025
Learning Trajectories of Figurative Language for Pre-Trained Language Models EMNLP 2025
Toward the Automatic Detection of Word Meaning Negotiation Indicators in Conversation EMNLP 2025
Zero-Shot and Fine-Tuned Evaluation of Generative LLMs for Arabic Word Sense Disambiguation EMNLP 2025
A Theorem-Proving-Based Evaluation of Neural Semantic Parsing EMNLP 2025