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

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

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

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

Drivel-ology: Challenging LLMs with Interpreting Nonsense with Depth EMNLP 2025

Enhanced Noun-Noun Compound Interpretation through Textual Enrichment EMNLP 2025

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

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

Studying Rhetorically Ambiguous Questions EMNLP 2025

Can LLMs Extract Frame-Semantic Arguments? EMNLP 2025

On Reference (In-)Determinacy in Natural Language Inference NAACL 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

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

Political Bias Prediction Models Focus on Source Cues, Not Semantics AAAI 2025

A Data-driven Investigation of Euphemistic Language: Comparing the usage of “slave” and “servant” in 19th century US newspapers NAACL 2025

Argumentative Fallacy Detection in Political Debates ACL 2025

Construction Identification and Disambiguation Using BERT: A Case Study of NPN ACL 2025

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

Layer-wise Minimal Pair Probing Reveals Contextual Grammatical-Conceptual Hierarchy in Speech Representations EMNLP 2025

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

DAGS: A Dependency-Based Dual-Attention and Global Semantic Improvement Framework for Metaphor Recognition ACL 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

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

Merging Two Grammar Worlds: Exploring the Relationship between Universal Dependencies and Signal Temporal Logic AACL 2025