explainable reasoning

VietCheckMed: Explainable Regulatory Compliance Checking for Medical Advertisements on Vietnamese Social Media AAAI 2026 DecisionFlow: Advancing Large Language Model as Principled Decision Maker EMNLP 2025 ProtoVQA: An Adaptable Prototypical Framework for Explainable Fine-Grained Visual Question Answering EMNLP 2025 Step-by-Step Fact Verification System for Medical Claims with Explainable Reasoning NAACL 2025 E-GPS: Explainable Geometry Problem Solving via Top-Down Solver and Bottom-Up Generator CVPR 2024 Making Natural Language Reasoning Explainable and Faithful AAAI 2024 NELLIE: A Neuro-Symbolic Inference Engine for Grounded, Compositional, and Explainable Reasoning IJCAI 2024 TECHS: Temporal Logical Graph Networks for Explainable Extrapolation Reasoning ACL 2023 e-CARE: a New Dataset for Exploring Explainable Causal Reasoning ACL 2022 Learning to Reason Deductively: Math Word Problem Solving as Complex Relation Extraction ACL 2022 Query and Attention Augmentation for Knowledge-Based Explainable Reasoning CVPR 2022 RLET: A Reinforcement Learning Based Approach for Explainable QA with Entailment Trees EMNLP 2022 TLogic: Temporal Logical Rules for Explainable Link Forecasting on Temporal Knowledge Graphs AAAI 2022 ExCAR: Event Graph Knowledge Enhanced Explainable Causal Reasoning ACL 2021 Knowledge Aware Conversation Generation with Explainable Reasoning over Augmented Graphs EMNLP 2019