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Semantic Analysis

2,986 papers

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Papers

PhonoThink: Improving Large Language Models’ Reasoning on Chinese Phonological Ambiguities EMNLP 2025
Women, Infamous, and Exotic Beings: A Comparative Study of Honorific Usages in Wikipedia and LLMs for Bengali and Hindi EMNLP 2025
On the Same Wavelength? Evaluating Pragmatic Reasoning in Language Models across Broad Concepts EMNLP 2025
Fann or Flop: A Multigenre, Multiera Benchmark for Arabic Poetry Understanding in LLMs EMNLP 2025
Semantic Inversion, Identical Replies: Revisiting Negation Blindness in Large Language Models EMNLP 2025
Memorization or Reasoning? Exploring the Idiom Understanding of LLMs EMNLP 2025
Joint Modeling of Entities and Discourse Relations for Coherence Assessment EMNLP 2025
MADAWSD: Multi-Agent Debate Framework for Adversarial Word Sense Disambiguation EMNLP 2025
Computational Analysis of Character Development in Holocaust Testimonies EMNLP 2025
“Mm, Wat?” Detecting Other-initiated Repair Requests in Dialogue EMNLP 2025
Drivel-ology: Challenging LLMs with Interpreting Nonsense with Depth EMNLP 2025
Amulet: Putting Complex Multi-Turn Conversations on the Stand with LLM Juries EMNLP 2025
Causal Tree Extraction from Medical Case Reports: A Novel Task for Experts-like Text Comprehension 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
Investigating the interaction of linguistic and mathematical reasoning in language models using multilingual number puzzles EMNLP 2025
Transformer-Based Temporal Information Extraction and Application: A Review EMNLP 2025
SOCIAL SCAFFOLDS: A Generalization Framework for Social Understanding Tasks EMNLP 2025
Do LLMs Encode Frame Semantics? Evidence from Frame Identification EMNLP 2025
Lemmatization as a Classification Task: Results from Arabic across Multiple Genres EMNLP 2025
FLUID QA: A Multilingual Benchmark for Figurative Language Usage in Dialogue across English, Chinese, and Korean EMNLP 2025
Studying Rhetorically Ambiguous Questions EMNLP 2025
Can LLMs Extract Frame-Semantic Arguments? EMNLP 2025
How Persuasive Is Your Context? EMNLP 2025
Discursive Circuits: How Do Language Models Understand Discourse Relations? EMNLP 2025