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

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

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

A Survey of QUD Models for Discourse Processing NAACL 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

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

Potentially Problematic Word Usages and How to Detect Them: A Survey EMNLP 2025

Pun Unintended: LLMs and the Illusion of Humor Understanding EMNLP 2025

Semantic Inversion, Identical Replies: Revisiting Negation Blindness in Large Language Models EMNLP 2025

Neuro-Symbolic Natural Language Processing EMNLP 2025

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

TEACH: A Contrastive Knowledge Adaptive Distillation Framework for Classical Chinese Understanding ACL 2025

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

Semantic Component Analysis: Introducing Multi-Topic Distributions to Clustering-Based Topic Modeling EMNLP 2025

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

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

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

Do Large Language Models Understand Word Senses? EMNLP 2025

A Semantic-Aware Layer-Freezing Approach to Computation-Efficient Fine-Tuning of Language Models ACL 2025

GIL-IIMAS UNAM at SemEval-2025 Task 3: MeSSI: A Multilmodule System to detect hallucinated Segments in trivia-like Inquiries. ACL 2025

DEQA: Descriptions Enhanced Question-Answering Framework for Multimodal Aspect-Based Sentiment Analysis AAAI 2025

Whose Palestine Is It? A Topic Modelling Approach to National Framing in Academic Research EMNLP 2025

PSET: a Phonetics-Semantics Evaluation Testbed EMNLP 2025

Not quite Sherlock Holmes: Language model predictions do not reliably differentiate impossible from improbable events ACL 2025

FJWU_Squad at SemEval-2025 Task 1: An Idiom Visual Understanding Dataset for Idiom Learning ACL 2025

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