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large language model (2) sentiment composition (1) context-free grammar (1) multi-turn question answering (1) logical coherence (1) subtree attention (1) hierarchical synthesis (1) inside algorithm (1) code execution (1) long-context understanding (1)

Papers

ASTRA: Adaptive Semantic Tree Reasoning Architecture for Complex Table Question Answering ACL 2026 CSTree-SRI: Introspection-Driven Cognitive Semantic Tree for Multi-Turn Question Answering over Extra-Long Contexts ACL 2025 Heterogeneous Graph Neural Network on Semantic Tree AAAI 2025 Interpreting Sentiment Composition with Latent Semantic Tree ACL 2023