{"total":38,"rows":[{"id":"2310.01061","title":"Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning","created":"2023-10-02","cited_by_count":328,"area":"lr"},{"id":"2305.10037","title":"Can Language Models Solve Graph Problems in Natural Language?","created":"2023-05-17","cited_by_count":252,"area":"lr"},{"id":"2405.20139","title":"GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning","created":"2024-05-30","cited_by_count":128,"area":"lr"},{"id":"2310.01714","title":"Large Language Models as Analogical Reasoners","created":"2023-10-03","cited_by_count":107,"area":"lr"},{"id":"2308.09729","title":"MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models","created":"2023-08-17","cited_by_count":73,"area":"lr"},{"id":"2305.14825","title":"Large Language Models are In-Context Semantic Reasoners rather than Symbolic Reasoners","created":"2023-05-24","cited_by_count":63,"area":"lr"},{"id":"2303.14725","title":"Natural Language Reasoning, A Survey","created":"2023-03-26","cited_by_count":61,"area":"lr"},{"id":"2401.12863","title":"KAM-CoT: Knowledge Augmented Multimodal Chain-of-Thoughts Reasoning","created":"2024-01-23","cited_by_count":60,"area":"lr"},{"id":"2410.04585","title":"Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval","created":"2024-10-06","cited_by_count":45,"area":"lr"},{"id":"2305.18742","title":"Graph Reasoning for Question Answering with Triplet Retrieval","created":"2023-05-30","cited_by_count":34,"area":"lr"},{"id":"2412.10390","title":"Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective","created":"2024-11-30","cited_by_count":20,"area":"lr"},{"id":"2502.09673","title":"Are Smarter LLMs Safer? Exploring Safety-Reasoning Trade-offs in Prompting and Fine-Tuning","created":"2025-02-13","cited_by_count":20,"area":"lr"},{"id":"2303.12320","title":"GrapeQA: GRaph Augmentation and Pruning to Enhance Question-Answering","created":"2023-03-22","cited_by_count":17,"area":"lr"},{"id":"2210.12887","title":"Retrieval Augmentation for Commonsense Reasoning: A Unified Approach","created":"2022-10-23","cited_by_count":14,"area":"lr"},{"id":"2211.08380","title":"Empowering Language Models with Knowledge Graph Reasoning for Question Answering","created":"2022-11-15","cited_by_count":14,"area":"lr"},{"id":"2310.01290","title":"Knowledge Crosswords: Geometric Knowledge Reasoning with Large Language Models","created":"2023-10-02","cited_by_count":11,"area":"lr"},{"id":"2501.07845","title":"Reasoning with Graphs: Structuring Implicit Knowledge to Enhance LLMs Reasoning","created":"2025-01-14","cited_by_count":8,"area":"lr"},{"id":"2504.05478","title":"GraphRAFT: Retrieval Augmented Fine-Tuning for Knowledge Graphs on Graph Databases","created":"2025-04-07","cited_by_count":7,"area":"lr"},{"id":"2210.07570","title":"MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation","created":"2022-10-14","cited_by_count":6,"area":"lr"},{"id":"2510.07484","title":"Reasoning by Exploration: A Unified Approach to Retrieval and Generation over Graphs","created":"2025-10-08","cited_by_count":6,"area":"lr"},{"id":"2408.01779","title":"MathLearner: A Large Language Model Agent Framework for Learning to Solve Mathematical Problems","created":"2024-08-03","cited_by_count":4,"area":"lr"},{"id":"2604.00555","title":"Ontology-Constrained Neural Reasoning in Enterprise Agentic Systems: A Neurosymbolic Architecture for Domain-Grounded AI Agents","created":"2026-04-01","cited_by_count":3,"area":"lr"},{"id":"2209.08284","title":"Structured Knowledge Grounding for Question Answering","created":"2022-09-17","cited_by_count":2,"area":"lr"},{"id":"2306.16774","title":"Stop Pre-Training: Adapt Visual-Language Models to Unseen Languages","created":"2023-06-29","cited_by_count":2,"area":"lr"},{"id":"2210.06376","title":"Probing Commonsense Knowledge in Pre-trained Language Models with Sense-level Precision and Expanded Vocabulary","created":"2022-10-12","cited_by_count":1,"area":"lr"},{"id":"2501.17549","title":"Query-Aware Learnable Graph Pooling Tokens as Prompt for Large Language Models","created":"2025-01-29","cited_by_count":1,"area":"lr"},{"id":"2512.01113","title":"Efficiently Learning Branching Networks for Multitask Algorithmic Reasoning","created":"2025-11-30","cited_by_count":1,"area":"lr"},{"id":"2604.01610","title":"GraphWalk: Enabling Reasoning in Large Language Models through Tool-Based Graph Navigation","created":"2026-04-02","cited_by_count":1,"area":"lr"},{"id":"2605.31238","title":"Scaling Multi-Hop Training Data via Graph-Constrained Path Selection","created":"2026-05-29","cited_by_count":1,"area":"lr"},{"id":"2608.29263","title":"RACER: Reinforced Agent Collaboration for Explainable Reasoning on Knowledge Graphs","created":"2026-08-29","cited_by_count":1,"area":"lr"},{"id":"2310.11672","title":"Open-ended Commonsense Reasoning with Unrestricted Answer Scope","created":"2023-10-18","cited_by_count":0,"area":"lr"},{"id":"2406.16374","title":"KEHRL: Learning Knowledge-Enhanced Language Representations with Hierarchical Reinforcement Learning","created":"2024-06-24","cited_by_count":0,"area":"lr"},{"id":"2512.23356","title":"A Stepwise-Enhanced Reasoning Framework for Large Language Models Based on External Subgraph Generation","created":"2025-12-29","cited_by_count":0,"area":"lr"},{"id":"2605.09505","title":"EpiGraph: Building Generalists for Evidence-Intensive Epilepsy Reasoning in the Wild","created":"2026-05-10","cited_by_count":0,"area":"lr"},{"id":"2605.16117","title":"SGR: A Stepwise Reasoning Framework for LLMs with External Subgraph Generation","created":"2026-05-15","cited_by_count":0,"area":"lr"},{"id":"2606.04454","title":"Stepwise Reasoning Enhancement for LLMs via External Subgraph Generation","created":"2026-06-03","cited_by_count":0,"area":"lr"},{"id":"2608.01175","title":"The Graph Language: How Knowledge Graphs Speak to Large Language Models","created":"2026-08-02","cited_by_count":0,"area":"lr"},{"id":"2610.19754","title":"Beyond Reachability: A Relation-Semantic Reasoning Framework for Biomedical Multi-hop QA","created":"2026-10-14","cited_by_count":0,"area":"lr"}],"next_cursor":null}