interpretable reasoning

Beyond Single-View Detection: A Dual-Space Reasoning Framework for Interpretable Harmful Meme Understanding ACL 2026 Bonsai: Interpretable Tree-Adaptive Grounded Reasoning AAAI 2026 TaxonRL: Reinforcement Learning with Intermediate Rewards for Interpretable Fine-Grained Visual Reasoning WACV 2026 Towards Interpretable Tabular Reasoning: Enhancing LLM Reasoning on Tabular Data with Pre-Constructed Logic Graph ACL 2026 Divide-Solve-Combine: An Interpretable and Accurate Prompting Framework for Zero-shot Multi-Intent Detection AAAI 2025 LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning ACL 2025 Towards Faithful Multi-step Reasoning through Fine-Grained Causal-aware Attribution Reasoning Distillation COLING 2025 ContPhy: Continuum Physical Concept Learning and Reasoning from Videos ICML 2024 NALA: an Effective and Interpretable Entity Alignment Method EMNLP 2024 TaPERA: Enhancing Faithfulness and Interpretability in Long-Form Table QA by Content Planning and Execution-based Reasoning ACL 2024 Interpretable Neural-Symbolic Concept Reasoning ICML 2023 Selection-Inference: Exploiting Large Language Models for Interpretable Logical Reasoning ICLR 2023 Social Commonsense for Explanation and Cultural Bias Discovery EACL 2023 Interpretable AMR-Based Question Decomposition for Multi-hop Question Answering IJCAI 2022 Locate Then Ask: Interpretable Stepwise Reasoning for Multi-hop Question Answering COLING 2022 Towards Large-Scale Interpretable Knowledge Graph Reasoning for Dialogue Systems ACL 2022 Asynchronous Multi-grained Graph Network For Interpretable Multi-hop Reading Comprehension IJCAI 2021 Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning ACL 2021 NOAHQA: Numerical Reasoning with Interpretable Graph Question Answering Dataset EMNLP 2021 PRover: Proof Generation for Interpretable Reasoning over Rules EMNLP 2020 Towards Interpretable Reasoning over Paragraph Effects in Situation EMNLP 2020 Collaborative Policy Learning for Open Knowledge Graph Reasoning EMNLP 2019 An Interpretable Reasoning Network for Multi-Relation Question Answering COLING 2018