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

Using Large Language Models to Perform MIPVU-Inspired Automatic Metaphor Detection ACL 2025

Argumentative Analysis of Legal Rulings: A Structured Framework Using Bobbitt’s Typology ACL 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

Zhoumou at SemEval-2025 Task 1: Leveraging Multimodal Data Augmentation and Large Language Models for Enhanced Idiom Understanding ACL 2025

PALI-NLP at SemEval 2025 Task 1: Multimodal Idiom Recognition and Alignment ACL 2025

Can information theory unravel the subtext in a Chekhovian short story? ACL 2025

Do LLMs Encode Frame Semantics? Evidence from Frame Identification EMNLP 2025

Studying Rhetorically Ambiguous Questions EMNLP 2025

Context and POS in Action: A Comparative Study of Chinese Homonym Disambiguation in Human and Language Models EMNLP 2025

Can LLMs be Literary Companions?: Analysing LLMs on Bengali Figures of Speech Identification EMNLP 2025

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

Sanskrit Voyager: Unified Web Platform for Interactive Reading and Linguistic Analysis of Sanskrit Texts EMNLP 2025

Are Large Language Models Chronically Online Surfers? A Dataset for Chinese Internet Meme Explanation EMNLP 2025

A Comprehensive Taxonomy of Negation for NLP and Neural Retrievers EMNLP 2025

AM4DSP: Argumentation Mining in Structured Decentralized Discussion Platforms for Deliberative Democracy EMNLP 2025

Towards Optimal Evaluation Efficiency for Large Language Models EMNLP 2025

ManiTweet: A New Benchmark for Identifying Manipulation of News on Social Media COLING 2025

Multilingual Supervision Improves Semantic Disambiguation of Adpositions COLING 2025

A Survey of QUD Models for Discourse Processing NAACL 2025

Zhoumou at SemEval-2025 Task 1: Leveraging Multimodal Data Augmentation and Large Language Models for Enhanced Idiom Understanding SEMEVAL 2025

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

Explaining in Diffusion: Explaining a Classifier with Diffusion Semantics CVPR 2025

SRDC: Semantics-based Ransomware Detection and Classification with LLM-assisted Pre-training AAAI 2025

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

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