pragmatic reasoning

Accommodation and Epistemic Vigilance: A Pragmatic Account of Why LLMs Fail to Challenge Harmful Beliefs ACL 2026 DRInQ: Evaluating Conversational Implicature with Controlled Context Variation ACL 2026 EMODIS: A Benchmark for Context-Dependent Emoji Disambiguation in Large Language Models AAAI 2026 LLMs in Sarcasm Detection? It’s elementary! (Or is it?) ACL 2026 On Emergent Social World Models — Evidence for Functional Integration of Theory of Mind and Pragmatic Reasoning in Language Models ACL 2026 Presupposition and Reasoning in Conditionals: A Theory-Based Study of Humans and LLMs CoNLL 2026 Collaborative Rational Speech Act: Pragmatic Reasoning for Multi-Turn Dialog EMNLP 2025 Improving Cooperation in Language Games with Bayesian Inference and the Cognitive Hierarchy AAAI 2025 Language Models Identify Ambiguities and Exploit Loopholes EMNLP 2025 On the Same Wavelength? Evaluating Pragmatic Reasoning in Language Models across Broad Concepts EMNLP 2025 Pragmatic Metacognitive Prompting Improves LLM Performance on Sarcasm Detection COLING 2025 Pragmatic Theories Enhance Understanding of Implied Meanings in LLMs IJCNLP 2025 Towards LLM-powered Attentive Listener: A Pragmatic Approach through Quantity Self-Repair ACL 2025 Colour Me Uncertain: Representing Vagueness with Probabilistic Semantics EACL 2024 Communicate to Play: Pragmatic Reasoning for Efficient Cross-Cultural Communication EMNLP 2024 Communicating with Speakers and Listeners of Different Pragmatic Levels EMNLP 2024 GLIMPSE: Pragmatically Informative Multi-Document Summarization for Scholarly Reviews ACL 2024 ImplicaTR: A Granular Dataset for Natural Language Inference and Pragmatic Reasoning in Turkish ACL 2024 Is the Pope Catholic? Yes, the Pope is Catholic. Generative Evaluation of Non-Literal Intent Resolution in LLMs ACL 2024 LACIE: Listener-Aware Finetuning for Calibration in Large Language Models NeurIPS 2024 Naming, Describing, and Quantifying Visual Objects in Humans and LLMs ACL 2024 Probing Large Language Models for Scalar Adjective Lexical Semantics and Scalar Diversity Pragmatics COLING 2024 Regularized Conventions: Equilibrium Computation as a Model of Pragmatic Reasoning NAACL 2024 Rethinking Pragmatics in Large Language Models: Towards Open-Ended Evaluation and Preference Tuning EMNLP 2024 WINOVIZ: Probing Visual Properties of Objects Under Different States NAACL 2024