{"list":"other","total":64,"rows":[{"id":"2209.09513","title":"Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering","created":"2022-09-20","cited_by_count":1919},{"id":"1811.00937","title":"CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge","created":"2018-11-02","cited_by_count":1822},{"id":"2009.13081","title":"What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams","created":"2020-09-28","cited_by_count":1356},{"id":"2306.08302","title":"Unifying Large Language Models and Knowledge Graphs: A Roadmap","created":"2023-06-14","cited_by_count":668},{"id":"2408.08921","title":"Graph Retrieval-Augmented Generation: A Survey","created":"2024-08-15","cited_by_count":324},{"id":"2009.08553","title":"Generation-Augmented Retrieval for Open-domain Question Answering","created":"2020-09-17","cited_by_count":186},{"id":"2201.08860","title":"GreaseLM: Graph REASoning Enhanced Language Models for Question Answering","created":"2022-01-21","cited_by_count":171},{"id":"2210.09338","title":"Deep Bidirectional Language-Knowledge Graph Pretraining","created":"2022-10-17","cited_by_count":156},{"id":"2308.11730","title":"Knowledge Graph Prompting for Multi-Document Question Answering","created":"2023-08-22","cited_by_count":152},{"id":"2405.07437","title":"Evaluation of Retrieval-Augmented Generation: A Survey","created":"2024-05-13","cited_by_count":146},{"id":"2109.06157","title":"SituatedQA: Incorporating Extra-Linguistic Contexts into QA","created":"2021-09-13","cited_by_count":145},{"id":"2406.17419","title":"Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA","created":"2024-06-25","cited_by_count":122},{"id":"2404.17723","title":"Retrieval-Augmented Generation with Knowledge Graphs for Customer Service Question Answering","created":"2024-04-26","cited_by_count":96},{"id":"2402.11163","title":"KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph","created":"2024-02-17","cited_by_count":93},{"id":"2502.04413","title":"MedRAG: Enhancing Retrieval-augmented Generation with Knowledge Graph-Elicited Reasoning for Healthcare Copilot","created":"2025-02-06","cited_by_count":83},{"id":"2410.23875","title":"Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs","created":"2024-10-31","cited_by_count":78},{"id":"2311.13314","title":"Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-based Retrofitting","created":"2023-11-22","cited_by_count":70},{"id":"2109.08935","title":"Complex Temporal Question Answering on Knowledge Graphs","created":"2021-09-18","cited_by_count":69},{"id":"2409.13731","title":"KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation","created":"2024-09-10","cited_by_count":67},{"id":"2405.12035","title":"KG-RAG: Bridging the Gap Between Knowledge and Creativity","created":"2024-05-20","cited_by_count":56},{"id":"2502.10708","title":"Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey","created":"2025-02-15","cited_by_count":51},{"id":"2410.18050","title":"LongRAG: A Dual-Perspective Retrieval-Augmented Generation Paradigm for Long-Context Question Answering","created":"2024-10-23","cited_by_count":49},{"id":"2412.10704","title":"VisDoM: Multi-Document QA with Visually Rich Elements Using Multimodal Retrieval-Augmented Generation","created":"2024-12-14","cited_by_count":41},{"id":"2403.05881","title":"KG-Rank: Enhancing Large Language Models for Medical QA with Knowledge Graphs and Ranking Techniques","created":"2024-03-09","cited_by_count":37},{"id":"2311.08002","title":"TempTabQA: Temporal Question Answering for Semi-Structured Tables","created":"2023-11-14","cited_by_count":27},{"id":"2411.04075","title":"M3SciQA: A Multi-Modal Multi-Document Scientific QA Benchmark for Evaluating Foundation Models","created":"2024-11-06","cited_by_count":27},{"id":"2409.19804","title":"Does RAG Introduce Unfairness in LLMs? Evaluating Fairness in Retrieval-Augmented Generation Systems","created":"2024-09-29","cited_by_count":26},{"id":"2504.11544","title":"NodeRAG: Structuring Graph-based RAG with Heterogeneous Nodes","created":"2025-04-15","cited_by_count":26},{"id":"2311.07509","title":"A Benchmark to Understand the Role of Knowledge Graphs on Large Language Model's Accuracy for Question Answering on Enterprise SQL Databases","created":"2023-11-13","cited_by_count":25},{"id":"2406.06027","title":"HOLMES: Hyper-Relational Knowledge Graphs for Multi-hop Question Answering using LLMs","created":"2024-06-10","cited_by_count":24},{"id":"2406.14282","title":"Learning to Plan for Retrieval-Augmented Large Language Models from Knowledge Graphs","created":"2024-06-20","cited_by_count":24},{"id":"2410.08085","title":"Can Knowledge Graphs Make Large Language Models More Trustworthy? An Empirical Study Over Open-ended Question Answering","created":"2024-10-10","cited_by_count":24},{"id":"2402.11441","title":"InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integration","created":"2024-02-18","cited_by_count":19},{"id":"2408.15903","title":"LLM-Based Multi-Hop Question Answering with Knowledge Graph Integration in Evolving Environments","created":"2024-08-28","cited_by_count":18},{"id":"2501.11551","title":"PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation","created":"2025-01-20","cited_by_count":18},{"id":"2410.08601","title":"StraGo: Harnessing Strategic Guidance for Prompt Optimization","created":"2024-10-11","cited_by_count":17},{"id":"2401.00426","title":"keqing: knowledge-based question answering is a nature chain-of-thought mentor of LLM","created":"2023-12-31","cited_by_count":16},{"id":"2402.11034","title":"PAT-Questions: A Self-Updating Benchmark for Present-Anchored Temporal Question-Answering","created":"2024-02-16","cited_by_count":15},{"id":"2504.08893","title":"Knowledge Graph-extended Retrieval Augmented Generation for Question Answering","created":"2025-04-11","cited_by_count":14},{"id":"2308.16622","title":"Developing a Scalable Benchmark for Assessing Large Language Models in Knowledge Graph Engineering","created":"2023-08-31","cited_by_count":13},{"id":"2405.16933","title":"Empowering Large Language Models to Set up a Knowledge Retrieval Indexer via Self-Learning","created":"2024-05-27","cited_by_count":13},{"id":"2410.01401","title":"Question-guided Knowledge Graph Re-scoring and Injection for Knowledge Graph Question Answering","created":"2024-10-02","cited_by_count":13},{"id":"2410.11001","title":"Graph of Records: Boosting Retrieval Augmented Generation for Long-context Summarization with Graphs","created":"2024-10-14","cited_by_count":12},{"id":"2305.15056","title":"Reasoning over Hierarchical Question Decomposition Tree for Explainable Question Answering","created":"2023-05-24","cited_by_count":11},{"id":"2403.14950","title":"KnowLA: Enhancing Parameter-efficient Finetuning with Knowledgeable Adaptation","created":"2024-03-22","cited_by_count":10},{"id":"2411.16495","title":"AtomR: Atomic Operator-Empowered Large Language Models for Heterogeneous Knowledge Reasoning","created":"2024-11-25","cited_by_count":10},{"id":"2403.02966","title":"Evidence-Focused Fact Summarization for Knowledge-Augmented Zero-Shot Question Answering","created":"2024-03-05","cited_by_count":9},{"id":"2406.14191","title":"Temporal Knowledge Graph Question Answering: A Survey","created":"2024-06-20","cited_by_count":9},{"id":"2503.13514","title":"RAG-KG-IL: A Multi-Agent Hybrid Framework for Reducing Hallucinations and Enhancing LLM Reasoning through RAG and Incremental Knowledge Graph Learning Integration","created":"2025-03-14","cited_by_count":9},{"id":"2206.07278","title":"Nebula Graph: An open source distributed graph database","created":"2022-06-15","cited_by_count":8},{"id":"2403.01395","title":"CR-LT-KGQA: A Knowledge Graph Question Answering Dataset Requiring Commonsense Reasoning and Long-Tail Knowledge","created":"2024-03-03","cited_by_count":8},{"id":"2501.06699","title":"Large Language Models, Knowledge Graphs and Search Engines: A Crossroads for Answering Users' Questions","created":"2025-01-12","cited_by_count":8},{"id":"2412.07420","title":"RAG-based Question Answering over Heterogeneous Data and Text","created":"2024-12-10","cited_by_count":7},{"id":"2504.05163","title":"Evaluating Knowledge Graph Based Retrieval Augmented Generation Methods under Knowledge Incompleteness","created":"2025-04-07","cited_by_count":7},{"id":"2311.08614","title":"XplainLLM: A Knowledge-Augmented Dataset for Reliable Grounded Explanations in LLMs","created":"2023-11-15","cited_by_count":5},{"id":"2312.11539","title":"KGLens: Towards Efficient and Effective Knowledge Probing of Large Language Models with Knowledge Graphs","created":"2023-12-15","cited_by_count":5},{"id":"2501.13297","title":"RAMQA: A Unified Framework for Retrieval-Augmented Multi-Modal Question Answering","created":"2025-01-23","cited_by_count":5},{"id":"2501.13536","title":"ReasVQA: Advancing VideoQA with Imperfect Reasoning Process","created":"2025-01-23","cited_by_count":5},{"id":"2404.15660","title":"KS-LLM: Knowledge Selection of Large Language Models with Evidence Document for Question Answering","created":"2024-04-24","cited_by_count":4},{"id":"2312.11282","title":"Evaluating and Enhancing Large Language Models for Conversational Reasoning on Knowledge Graphs","created":"2023-12-18","cited_by_count":3},{"id":"2407.09506","title":"Integrating Large Language Models with Graph-based Reasoning for Conversational Question Answering","created":"2024-06-14","cited_by_count":3},{"id":"2408.03010","title":"Fact Finder -- Enhancing Domain Expertise of Large Language Models by Incorporating Knowledge Graphs","created":"2024-08-06","cited_by_count":3},{"id":"2310.07008","title":"Answer Candidate Type Selection: Text-to-Text Language Model for Closed Book Question Answering Meets Knowledge Graphs","created":"2023-10-10","cited_by_count":2},{"id":"2412.15271","title":"A MapReduce Approach to Effectively Utilize Long Context Information in Retrieval Augmented Language Models","created":"2024-12-17","cited_by_count":2}],"next_cursor":null}