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Semantic Analysis

126 directly classified papers

Papers per year

Papers

ChuenSumi at SemEval-2025 Task 1: Sentence Transformer Models and Processing Idiomacity ACL 2025
Enhancing Hyperbole and Metaphor Detection with Their Bidirectional Dynamic Interaction and Emotion Knowledge ACL 2025
Quantifying Lexical Semantic Shift via Unbalanced Optimal Transport ACL 2025
Bridging Perceptual Gaps in Food NLP: A Structured Approach Using Sensory Anchors ACL 2025
MUSTS: MUltilingual Semantic Textual Similarity Benchmark ACL 2025
SPFT-SQL: Enhancing Large Language Model for Text-to-SQL Parsing by Self-Play Fine-Tuning EMNLP 2025
Can LLMs Extract Frame-Semantic Arguments? EMNLP 2025
Transformer25 at SemEval-2025 Task 1: A similarity-based approach ACL 2025
Howard University-AI4PC at SemEval-2025 Task 1: Using GPT-4o and CLIP-ViLT to Decode Figurative Language Across Text and Images ACL 2025
PALI-NLP at SemEval 2025 Task 1: Multimodal Idiom Recognition and Alignment ACL 2025
What does memory retrieval leave on the table? Modelling the Cost of Semi-Compositionality with MINERVA2 and sBERT ACL 2025
Layer-Wise Representation Fusion for Compositional Generalization AAAI 2024
Semantic Role Labeling from Chinese Speech via End-to-End Learning ACL 2024
UD-ETCSUX: Toward a Better Understanding of Sumerian Syntax ACL 2024
Are ELECTRA’s Sentence Embeddings Beyond Repair? The Case of Semantic Textual Similarity EMNLP 2024
Definition generation for lexical semantic change detection ACL 2024
AIStorySimilarity: Quantifying Story Similarity Using Narrative for Search, IP Infringement, and Guided Creativity EMNLP 2024
A Semantic Distance Metric Learning approach for Lexical Semantic Change Detection ACL 2024
SemRel2024: A Collection of Semantic Textual Relatedness Datasets for 13 Languages ACL 2024
Bridging Word-Pair and Token-Level Metaphor Detection with Explainable Domain Mining ACL 2024
Pcc-tuning: Breaking the Contrastive Learning Ceiling in Semantic Textual Similarity EMNLP 2024
More DWUGs: Extending and Evaluating Word Usage Graph Datasets in Multiple Languages EMNLP 2024
CSSL: Contrastive Self-Supervised Learning for Dependency Parsing on Relatively Free Word Ordered and Morphologically Rich Low Resource Languages EMNLP 2024
Exploring Non-Verbal Predicates in Semantic Role Labeling: Challenges and Opportunities ACL 2023
Acquiring Frame Element Knowledge with Deep Metric Learning for Semantic Frame Induction ACL 2023