multi-hop reasoning

ActiShade: Activating Overshadowed Knowledge to Guide Multi-Hop Reasoning in Large Language Models AAAI 2026 Agentic Very Long Video Understanding ACL 2026 Bridging the Language Gap: Uncovering and Aligning Shared Circuits for Multi-Hop Reasoning in Multilingual LLMs AAAI 2026 CGMIS: Concept-Graph Based Multi-Hop Instructions Synthesis for Enhancing Long-Context Reasoning AAAI 2026 CIRAG: Construction–Integration Retrieval and Adaptive Generation for Multi-hop Question Answering ACL 2026 COMPACT: Building Compliance Paralegals via Clause Graph Reasoning over Contracts EACL 2026 Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification ACL 2026 CP-Search: A Chain Progressive Search Training Framework Incentivizing the Cognitive Behaviors for Searching in LLMs AAAI 2026 CRIT: Graph-Based Automatic Data Synthesis to Enhance Cross-Modal Multi-Hop Reasoning CVPR 2026 D2Plan: Dual-Agent Dynamic Global Planning for Complex Retrieval-Augmented Reasoning ACL 2026 Decomposition-Enhanced Training for Post-Hoc Attributions in Language Models EACL 2026 Dynamic Long Context Reasoning over Compressed Memory via End-to-End Reinforcement Learning ACL 2026 EchoEdit: Consistent Multi-Hop Question Answering via Ripple Control in Knowledge Editing AAAI 2026 Enhancing Agentic Textual Graph Retrieval with Synthetic Stepwise Supervision ACL 2026 ETOM: A Five-Level Benchmark for Evaluating Tool Orchestration within the MCP Ecosystem EACL 2026 Evaluating Multi-Hop Reasoning in Large Language Models: A Chemistry-Centric Benchmark EACL 2026 EvoGraph-R1: Self-Evolving Multimodal Knowledge Hypergraphs for Agentic Retrieval CVPR 2026 Execution as Verification: Fine-Grained Self-Correcting Reasoning for Complex KBQA ACL 2026 Faithful in Steps: Improving Generalization and Citation in RAG via Query Decomposition AAAI 2026 From Sentences to Proof Trees: Leveraging Language Models for Structured Reasoning EACL 2026 Generating then Refining for Reliable Knowledge Base Question Answering ACL 2026 Is Chain-of-Thought Really Not Explainability? Chain-of-Thought Can Be Faithful without Hint Verbalization ACL 2026 Iterative Multi-Granular RAG with Contextual Hierarchical Graph AAAI 2026 IterCOMP: Reasoning-aware Adaptive Prompt Compression for Multi-hop Question Answering ACL 2026 KG-MuLQA: A Framework for KG-based Multi-Level QA Extraction and Long-Context LLM Evaluation ACL 2026