{"total":18,"rows":[{"id":"2307.07697","title":"Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph","created":"2023-07-15","cited_by_count":238,"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":"2212.00959","title":"UniKGQA: Unified Retrieval and Reasoning for Solving Multi-hop Question Answering Over Knowledge Graph","created":"2022-12-02","cited_by_count":103,"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":"2410.14211","title":"Paths-over-Graph: Knowledge Graph Empowered Large Language Model Reasoning","created":"2024-10-18","cited_by_count":44,"area":"lr"},{"id":"2405.13873","title":"FiDeLiS: Faithful Reasoning in Large Language Model for Knowledge Graph Question Answering","created":"2024-05-22","cited_by_count":39,"area":"lr"},{"id":"2202.12205","title":"Is Neuro-Symbolic AI Meeting its Promise in Natural Language Processing? A Structured Review","created":"2022-02-24","cited_by_count":38,"area":"lr"},{"id":"2212.10923","title":"Language Models as Inductive Reasoners","created":"2022-12-21","cited_by_count":32,"area":"lr"},{"id":"2502.00330","title":"From Few to Many: Self-Improving Many-Shot Reasoners Through Iterative Optimization and Generation","created":"2025-02-01","cited_by_count":21,"area":"lr"},{"id":"2209.07662","title":"NELLIE: A Neuro-Symbolic Inference Engine for Grounded, Compositional, and Explainable Reasoning","created":"2022-09-16","cited_by_count":16,"area":"lr"},{"id":"2210.12338","title":"Open-domain Question Answering via Chain of Reasoning over Heterogeneous Knowledge","created":"2022-10-22","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":"2506.01784","title":"iQUEST: An Iterative Question-Guided Framework for Knowledge Base Question Answering","created":"2025-06-02","cited_by_count":8,"area":"lr"},{"id":"2410.05077","title":"ZEBRA: Zero-Shot Example-Based Retrieval Augmentation for Commonsense Question Answering","created":"2024-10-07","cited_by_count":3,"area":"lr"},{"id":"2602.21728","title":"Explore-on-Graph: Incentivizing Autonomous Exploration of Large Language Models on Knowledge Graphs with Path-refined Reward Modeling","created":"2026-02-25","cited_by_count":2,"area":"lr"},{"id":"2305.03356","title":"From Parse-Execute to Parse-Execute-Refine: Improving Semantic Parser for Complex Question Answering over Knowledge Base","created":"2023-05-05","cited_by_count":1,"area":"lr"},{"id":"2310.10590","title":"Mastering the Task of Open Information Extraction with Large Language Models and Consistent Reasoning Environment","created":"2023-10-16","cited_by_count":1,"area":"lr"},{"id":"2405.13044","title":"Case-Based Reasoning Approach for Solving Financial Question Answering","created":"2024-05-18","cited_by_count":0,"area":"lr"}],"next_cursor":null}