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Semantic Analysis

2901 directly classified papers

Papers per year

Papers

Comparing human and LLM politeness strategies in free production EMNLP 2025
On the Same Wavelength? Evaluating Pragmatic Reasoning in Language Models across Broad Concepts EMNLP 2025
BERTopic for Topic Modeling of Hindi Short Texts: A Comparative Study COLING 2025
Disagreement in Metaphor Annotation of Mexican Spanish Science Tweets COLING 2025
Using Large Language Models to Perform MIPVU-Inspired Automatic Metaphor Detection ACL 2025
MADAWSD: Multi-Agent Debate Framework for Adversarial Word Sense Disambiguation EMNLP 2025
Multi-token Mask-filling and Implicit Discourse Relations EMNLP 2025
SeriesBench: A Benchmark for Narrative-Driven Drama Series Understanding CVPR 2025
SciEvent: Benchmarking Multi-domain Scientific Event Extraction EMNLP 2025
Towards Comprehensive Argument Analysis in Education: Dataset, Tasks, and Method ACL 2025
Memorization or Reasoning? Exploring the Idiom Understanding of LLMs EMNLP 2025
Probing LLMs for Multilingual Discourse Generalization Through a Unified Label Set ACL 2025
EAVIT: Efficient and Accurate Human Value Identification From Text Data via LLMs IJCAI 2025
Using Shapley interactions to understand how models use structure ACL 2025
Your Large Language Models are Leaving Fingerprints COLING 2025
S2WTM: Spherical Sliced-Wasserstein Autoencoder for Topic Modeling ACL 2025
Evaluating Taxonomy Free Character Role Labeling (TF-CRL) in News Stories using Large Language Models EMNLP 2025
Do LLMs Understand Dialogues? A Case Study on Dialogue Acts ACL 2025
Beyond Seen Data: Improving KBQA Generalization Through Schema-Guided Logical Form Generation EMNLP 2025
Persistent Homology of Topic Networks for the Prediction of Reader Curiosity ACL 2025
The Delta of Thought: Channeling Rivers of Commonsense Knowledge in the Sea of Metaphorical Interpretations IJCAI 2025
How LLMs Comprehend Temporal Meaning in Narratives: A Case Study in Cognitive Evaluation of LLMs ACL 2025
TORSO: Template-Oriented Reasoning Towards General Tasks EMNLP 2025
ConLoan: A Contrastive Multilingual Dataset for Evaluating Loanwords ACL 2025
Where do LLMs Encode the Knowledge to Assess the Ambiguity? COLING 2025