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Semantic Analysis

2,986 papers

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Papers

Uncertainty in Causality: A New Frontier ACL 2025
When People are Floods: Analyzing Dehumanizing Metaphors in Immigration Discourse with Large Language Models ACL 2025
When the LM misunderstood the human chuckled: Analyzing garden path effects in humans and language models ACL 2025
Pragmatics in the Era of Large Language Models: A Survey on Datasets, Evaluation, Opportunities and Challenges ACL 2025
Meaning Beyond Truth Conditions: Evaluating Discourse Level Understanding via Anaphora Accessibility ACL 2025
Mitigating Non-Representative Prototypes and Representation Bias in Few-Shot Continual Relation Extraction ACL 2025
TROVE: A Challenge for Fine-Grained Text Provenance via Source Sentence Tracing and Relationship Classification ACL 2025
A Multi-persona Framework for Argument Quality Assessment ACL 2025
Learning First-Order Logic Rules for Argumentation Mining ACL 2025
Towards Comprehensive Argument Analysis in Education: Dataset, Tasks, and Method ACL 2025
Quantifying Lexical Semantic Shift via Unbalanced Optimal Transport ACL 2025
From Human Reading to NLM Understanding: Evaluating the Role of Eye-Tracking Data in Encoder-Based Models ACL 2025
Probing LLMs for Multilingual Discourse Generalization Through a Unified Label Set ACL 2025
CU-MAM: Coherence-Driven Unified Macro-Structures for Argument Mining ACL 2025
Using Shapley interactions to understand how models use structure ACL 2025
(RSA)²: A Rhetorical-Strategy-Aware Rational Speech Act Framework for Figurative Language Understanding ACL 2025
CORDIAL: Can Multimodal Large Language Models Effectively Understand Coherence Relationships? ACL 2025
LLM Meets Scene Graph: Can Large Language Models Understand and Generate Scene Graphs? A Benchmark and Empirical Study ACL 2025
The Essence of Contextual Understanding in Theory of Mind: A Study on Question Answering with Story Characters ACL 2025
Around the World in 24 Hours: Probing LLM Knowledge of Time and Place ACL 2025
S2WTM: Spherical Sliced-Wasserstein Autoencoder for Topic Modeling ACL 2025
Employing Discourse Coherence Enhancement to Improve Cross-Document Event and Entity Coreference Resolution ACL 2025
Do Language Models Have Semantics? On the Five Standard Positions ACL 2025
Do LLMs Understand Dialogues? A Case Study on Dialogue Acts ACL 2025
QuASAR: A Question-Driven Structure-Aware Approach for Table-to-Text Generation ACL 2025