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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

Potentially Problematic Word Usages and How to Detect Them: A Survey EMNLP 2025
TeCoFeS: Text Column Featurization using Semantic Analysis NAACL 2025
SRDC: Semantics-based Ransomware Detection and Classification with LLM-assisted Pre-training AAAI 2025
Neuro-Symbolic Natural Language Processing EMNLP 2025
TEACH: A Contrastive Knowledge Adaptive Distillation Framework for Classical Chinese Understanding ACL 2025
TORSO: Template-Oriented Reasoning Towards General Tasks EMNLP 2025
Can LLMs Extract Frame-Semantic Arguments? EMNLP 2025
Can LLMs be Literary Companions?: Analysing LLMs on Bengali Figures of Speech Identification EMNLP 2025
Envisioning Class Entity Reasoning by Large Language Models for Few-shot Learning AAAI 2025
DEQA: Descriptions Enhanced Question-Answering Framework for Multimodal Aspect-Based Sentiment Analysis AAAI 2025
DAGS: A Dependency-Based Dual-Attention and Global Semantic Improvement Framework for Metaphor Recognition ACL 2025
Drivel-ology: Challenging LLMs with Interpreting Nonsense with Depth EMNLP 2025
Semantic Inversion, Identical Replies: Revisiting Negation Blindness in Large Language Models EMNLP 2025
Enhanced Noun-Noun Compound Interpretation through Textual Enrichment EMNLP 2025
You Shall Know a Word’s Difficulty by the Family It Keeps: Word Family Features in Personalised Word Difficulty Classifiers for L2 Spanish ACL 2025
PSET: a Phonetics-Semantics Evaluation Testbed EMNLP 2025
Zhoumou at SemEval-2025 Task 1: Leveraging Multimodal Data Augmentation and Large Language Models for Enhanced Idiom Understanding ACL 2025
UCSC NLP T6 at SemEval-2025 Task 1: Leveraging LLMs and VLMs for Idiomatic Understanding ACL 2025
YNU-HPCC at SemEval-2025 Task 1: Enhancing Multimodal Idiomaticity Representation via LoRA and Hybrid Loss Optimization ACL 2025
On Reference (In-)Determinacy in Natural Language Inference NAACL 2025
Can information theory unravel the subtext in a Chekhovian short story? ACL 2025
Zhoumou at SemEval-2025 Task 1: Leveraging Multimodal Data Augmentation and Large Language Models for Enhanced Idiom Understanding SEMEVAL 2025
Are Large Language Models Chronically Online Surfers? A Dataset for Chinese Internet Meme Explanation EMNLP 2025
Studying Rhetorically Ambiguous Questions EMNLP 2025
Lexical Semantic Change Annotation with Large Language Models NAACL 2025