conftrace_

hierarchical reasoning

41 papers

Explore in graph

Co-occurring keywords

graph neural network (3962) large language model (13587) knowledge graph (1837) question answering (2963) vision-language model (2348) multi-hop reasoning (423) probabilistic reasoning (50) retrieval-augmented generation (1592) multi-hop question answering (118) commonsense reasoning (506)

Papers

THOR: A Theta-Gamma Hierarchical Oscillatory Reasoning Framework for Multi-hop QA ACL 2026
ThreadSumm: Summarization of Nested Discourse Threads Using Tree of Thoughts ACL 2026
Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification ACL 2026
Learning Through Concepts: Hierarchies, Logic and Reasoning AAAI 2026
DCSN-NLP at MWE-2026 AdMIRe 2: Bridging Literal and Figurative Meaning Through Hierarchical Multimodal Reasoning EACL 2026
InfiGUIAgent: A Multimodal Generalist GUI Agent with Native Reasoning and Reflection EACL 2026
Think before Go: Hierarchical Reasoning for Image-goal Navigation ACL 2026
SHARE: An SLM-based Hierarchical Action CorREction Assistant for Text-to-SQL ACL 2025
CAMPHOR: Collaborative Agents for Multi-input Planning and High-Order Reasoning On Device ACL 2025
R-CHAR: A Metacognition-Driven Framework for Role-Playing in Large Language Models EMNLP 2025
PathoHR: Hierarchical Reasoning for Vision-Language Models in Pathology EMNLP 2025
SEGA: A Stepwise Evolution Paradigm for Content-Aware Layout Generation with Design Prior ICCV 2025
Micro-Act: Mitigate Knowledge Conflict in Question Answering via Actionable Self-Reasoning ACL 2025
MRR-FV: Unlocking Complex Fact Verification with Multi-Hop Retrieval and Reasoning AAAI 2025
Multi-type MOOCs Recommendation: Leveraging Deep Multi-Relational Representation and Hierarchical Reasoning AAAI 2025
ReAL-AD: Towards Human-Like Reasoning in End-to-End Autonomous Driving ICCV 2025
HiERO: Understanding the Hierarchy of Human Behavior Enhances Reasoning on Egocentric Videos ICCV 2025
Depression Detection via Capsule Networks with Contrastive Learning AAAI 2024
Hierarchical Deconstruction of LLM Reasoning: A Graph-Based Framework for Analyzing Knowledge Utilization EMNLP 2024
HiKER-SGG: Hierarchical Knowledge Enhanced Robust Scene Graph Generation CVPR 2024
SG-Nav: Online 3D Scene Graph Prompting for LLM-based Zero-shot Object Navigation NIPS 2024
TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models ACL 2024
Reasoning over Hierarchical Question Decomposition Tree for Explainable Question Answering ACL 2023
Detecting and Grounding Multi-Modal Media Manipulation CVPR 2023
Multi-Defendant Legal Judgment Prediction via Hierarchical Reasoning EMNLP 2023