conftrace_

graph reasoning

65 papers

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Co-occurring keywords

knowledge graph (1837) large language model (13587) graph neural network (3962) multi-hop reasoning (423) question answering (2963) retrieval-augmented generation (1592) semantic segmentation (3186) reinforcement learning (4352) multimodal learning (4645) graph embedding (349)

Papers

A Dynamic Self-Evolving Extraction System ACL 2026
CoG: Controllable Graph Reasoning via Relational Blueprints and Failure-Aware Refinement over Knowledge Graphs ACL 2026
Evaluating LLMs on Large-Scale Graph Property Estimation via Random Walks ACL 2026
DCTR: Dual-Constraint Subgraph Optimization for Knowledge Graph-based Retrieval-Augmented Generation AAAI 2026
MuSe: Multi-Stage Graph Reasoning via Vision-Language Models ACL 2026
GROKE: Vision-Free Navigation Instruction Evaluation via Graph Reasoning on OpenStreetMap ACL 2026
Graph Reasoning Paradigm: Structured and Symbolic Reasoning with Topology-Aware Reinforcement Learning for Large Language Models ACL 2026
GraphEval36K: Benchmarking Coding and Reasoning Capabilities of Large Language Models on Graph Datasets NAACL 2025
ReGraphRAG: Reorganizing Fragmented Knowledge Graphs for Multi-Perspective Retrieval-Augmented Generation EMNLP 2025
Reasoning Models Reason Well, Until They Don’t AACL 2025
Beyond the Answer: Advancing Multi-Hop QA with Fine-Grained Graph Reasoning and Evaluation ACL 2025
Fact Verification on Knowledge Graph via Programmatic Graph Reasoning EMNLP 2025
SAM-Aware Graph Prompt Reasoning Network for Cross-Domain Few-Shot Segmentation AAAI 2025
MaGiX: A Multi-Granular Adaptive Graph Intelligence Framework for Enhancing Cross-Lingual RAG EMNLP 2025
Decoding on Graphs: Faithful and Sound Reasoning on Knowledge Graphs through Generation of Well-Formed Chains ACL 2025
Can Graph Descriptive Order Affect Solving Graph Problems with LLMs? ACL 2025
Zero-shot Graph Reasoning via Retrieval Augmented Framework with LLMs EMNLP 2025
GRAG: Graph Retrieval-Augmented Generation NAACL 2025
ReGraph: Learning to Reformulate Graph Encodings with Large Language Models AACL 2025
AGRec: Adapting Autoregressive Decoders with Graph Reasoning for LLM-based Sequential Recommendation ACL 2025
The Role of Exploration Modules in Small Language Models for Knowledge Graph Question Answering ACL 2025
Advancing Abductive Reasoning in Knowledge Graphs through Complex Logical Hypothesis Generation ACL 2024
Microstructures and Accuracy of Graph Recall by Large Language Models NIPS 2024
Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs ACL 2024
Graph Reasoning Transformers for Knowledge-Aware Question Answering AAAI 2024