主题词：Logic, Reasoning, and Knowledge; Logic, programming, and type systems; Advanced Algebra and Logic; Natural Language Processing Techniques; Semantic Web and Ontologies; Multi-Agent Systems and Negotiation; Syntax, Semantics, Linguistic Variation; semigroups and automata theory; Philosophy and Theoretical Science; Formal Methods in Verification; Computability, Logic, AI Algorithms; Bayesian Modeling and Causal Inference; Human auditory perception and evaluation; Diverse Scientific and Economic Studies; AI-based Problem Solving and Planning; Topic Modeling; Speech and dialogue systems; Philosophy and History of Science; Language, Metaphor, and Cognition; Language and cultural evolution; Epistemology, Ethics, and Metaphysics; Legal case studies and regulations; Game Theory and Applications; Constraint Satisfaction and Optimization; Language, Discourse, Communication Strategies