{"total":56,"rows":[{"id":"2312.10997","title":"Retrieval-Augmented Generation for Large Language Models: A Survey","created":"2023-12-18","cited_by_count":2212,"area":"lr"},{"id":"2305.06983","title":"Active Retrieval Augmented Generation","created":"2023-05-11","cited_by_count":516,"area":"rag"},{"id":"2310.07521","title":"Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity","created":"2023-10-11","cited_by_count":206,"area":null},{"id":"2405.13576","title":"FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research","created":"2024-05-22","cited_by_count":166,"area":"mllm"},{"id":"2403.02901","title":"A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods","created":"2024-03-05","cited_by_count":102,"area":null},{"id":"2406.00083","title":"BadRAG: Identifying Vulnerabilities in Retrieval Augmented Generation of Large Language Models","created":"2024-06-03","cited_by_count":86,"area":"rag"},{"id":"2102.00176","title":"Can We Automate Scientific Reviewing?","created":"2021-01-30","cited_by_count":63,"area":null},{"id":"2205.11465","title":"SQuALITY: Building a Long-Document Summarization Dataset the Hard Way","created":"2022-05-23","cited_by_count":50,"area":null},{"id":"2202.09583","title":"Models and Datasets for Cross-Lingual Summarisation","created":"2022-02-19","cited_by_count":36,"area":null},{"id":"2503.10677","title":"A Survey on Knowledge-Oriented Retrieval-Augmented Generation","created":"2025-03-11","cited_by_count":36,"area":"rag"},{"id":"2205.15661","title":"NEWTS: A Corpus for News Topic-Focused Summarization","created":"2022-05-31","cited_by_count":27,"area":null},{"id":"2212.09233","title":"OASum: Large-Scale Open Domain Aspect-based Summarization","created":"2022-12-19","cited_by_count":24,"area":null},{"id":"2503.01478","title":"SePer: Measure Retrieval Utility Through The Lens Of Semantic Perplexity Reduction","created":"2025-03-03","cited_by_count":24,"area":"rag"},{"id":"2106.02524","title":"CLIP: A Dataset for Extracting Action Items for Physicians from Hospital Discharge Notes","created":"2021-06-04","cited_by_count":20,"area":null},{"id":"2403.05303","title":"ACLSum: A New Dataset for Aspect-based Summarization of Scientific Publications","created":"2024-03-08","cited_by_count":20,"area":null},{"id":"2406.06357","title":"MASSW: A New Dataset and Benchmark Tasks for AI-Assisted Scientific Workflows","created":"2024-06-10","cited_by_count":19,"area":null},{"id":"2311.09212","title":"Controllable Text Summarization: Unraveling Challenges, Approaches, and Prospects -- A Survey","created":"2023-11-15","cited_by_count":18,"area":null},{"id":"2501.11551","title":"PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation","created":"2025-01-20","cited_by_count":18,"area":"rag"},{"id":"2407.09417","title":"Mitigating Entity-Level Hallucination in Large Language Models","created":"2024-07-12","cited_by_count":17,"area":null},{"id":"2410.13961","title":"From Single to Multi: How LLMs Hallucinate in Multi-Document Summarization","created":"2024-10-17","cited_by_count":17,"area":null},{"id":"2406.12566","title":"RichRAG: Crafting Rich Responses for Multi-faceted Queries in Retrieval-Augmented Generation","created":"2024-06-18","cited_by_count":16,"area":"rag"},{"id":"2311.16989","title":"ChatGPT's One-year Anniversary: Are Open-Source Large Language Models Catching up?","created":"2023-11-28","cited_by_count":15,"area":null},{"id":"2312.04440","title":"OpenAsp: A Benchmark for Multi-document Open Aspect-based Summarization","created":"2023-12-07","cited_by_count":15,"area":null},{"id":"2402.19052","title":"Exploring the Efficacy of Large Language Models in Summarizing Mental Health Counseling Sessions: A Benchmark Study","created":"2024-02-29","cited_by_count":13,"area":null},{"id":"2502.02464","title":"Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation","created":"2025-02-04","cited_by_count":13,"area":"rag"},{"id":"2210.14502","title":"SentBS: Sentence-level Beam Search for Controllable Summarization","created":"2022-10-26","cited_by_count":10,"area":null},{"id":"2404.00594","title":"LexAbSumm: Aspect-based Summarization of Legal Decisions","created":"2024-03-31","cited_by_count":9,"area":null},{"id":"2405.05938","title":"DOLOMITES: Domain-Specific Long-Form Methodical Tasks","created":"2024-05-09","cited_by_count":8,"area":null},{"id":"2505.23052","title":"RAGRouter: Learning to Route Queries to Multiple Retrieval-Augmented Language Models","created":"2025-05-29","cited_by_count":8,"area":"rag"},{"id":"2305.19271","title":"Concise Answers to Complex Questions: Summarization of Long-form Answers","created":"2023-05-30","cited_by_count":7,"area":null},{"id":"2410.12812","title":"Optimizing and Evaluating Enterprise Retrieval-Augmented Generation (RAG): A Content Design Perspective","created":"2024-10-01","cited_by_count":7,"area":"rag"},{"id":"2506.04565","title":"From Standalone LLMs to Integrated Intelligence: A Survey of Compound Al Systems","created":"2025-06-05","cited_by_count":6,"area":null},{"id":"2507.03373","title":"WETBench: A Benchmark for Detecting Task-Specific Machine-Generated Text on Wikipedia","created":"2025-07-04","cited_by_count":6,"area":null},{"id":"2106.15135","title":"TWAG: A Topic-Guided Wikipedia Abstract Generator","created":"2021-06-29","cited_by_count":5,"area":null},{"id":"2201.12502","title":"Unsupervised Multi-Granularity Summarization","created":"2022-01-29","cited_by_count":5,"area":null},{"id":"2305.14296","title":"USB: A Unified Summarization Benchmark Across Tasks and Domains","created":"2023-05-23","cited_by_count":5,"area":null},{"id":"2402.10554","title":"Disordered-DABS: A Benchmark for Dynamic Aspect-Based Summarization in Disordered Texts","created":"2024-02-16","cited_by_count":5,"area":null},{"id":"2410.03905","title":"PersonalSum: A User-Subjective Guided Personalized Summarization Dataset for Large Language Models","created":"2024-10-04","cited_by_count":5,"area":null},{"id":"2406.03986","title":"On The Persona-based Summarization of Domain-Specific Documents","created":"2024-06-06","cited_by_count":4,"area":null},{"id":"2502.00322","title":"MODS: Moderating a Mixture of Document Speakers to Summarize Debatable Queries in Document Collections","created":"2025-02-01","cited_by_count":4,"area":null},{"id":"2405.06295","title":"Aspect-oriented Consumer Health Answer Summarization","created":"2024-05-10","cited_by_count":3,"area":null},{"id":"2406.03479","title":"MODABS: Multi-Objective Learning for Dynamic Aspect-Based Summarization","created":"2024-06-05","cited_by_count":3,"area":null},{"id":"2407.00453","title":"PerSEval: Assessing Personalization in Text Summarizers","created":"2024-06-29","cited_by_count":3,"area":null},{"id":"2408.02584","title":"Leveraging the Power of LLMs: A Fine-Tuning Approach for High-Quality Aspect-Based Summarization","created":"2024-08-05","cited_by_count":3,"area":null},{"id":"2411.04585","title":"The State and Fate of Summarization Datasets: A Survey","created":"2024-11-07","cited_by_count":3,"area":null},{"id":"2305.08503","title":"A Hierarchical Encoding-Decoding Scheme for Abstractive Multi-document Summarization","created":"2023-05-15","cited_by_count":2,"area":null},{"id":"2410.00149","title":"Are Large Language Models In-Context Personalized Summarizers? Get an iCOPERNICUS Test Done!","created":"2024-09-30","cited_by_count":2,"area":null},{"id":"2605.31113","title":"TSM-Bench: Detecting LLM-Generated Text in Real-World Wikipedia Editing Practices","created":"2026-05-29","cited_by_count":2,"area":null},{"id":"2303.12308","title":"XWikiGen: Cross-lingual Summarization for Encyclopedic Text Generation in Low Resource Languages","created":"2023-03-22","cited_by_count":1,"area":null},{"id":"2402.18873","title":"Reducing Hallucinations in Entity Abstract Summarization with Facts-Template Decomposition","created":"2024-02-29","cited_by_count":1,"area":null},{"id":"2411.14272","title":"Efficient Aspect-Based Summarization of Climate Change Reports with Small Language Models","created":"2024-11-21","cited_by_count":1,"area":null},{"id":"2410.09991","title":"MARS: Multilingual Aspect-centric Review Summarisation","created":"2024-10-13","cited_by_count":0,"area":null},{"id":"2509.04646","title":"Towards Personalized Explanations for Health Simulations: A Mixed-Methods Framework for Stakeholder-Centric Summarization","created":"2025-09-04","cited_by_count":0,"area":null},{"id":"2510.07177","title":"CARPAS: Towards Content-Aware Refinement of Provided Aspects for Summarization in Large Language Models","created":"2025-10-08","cited_by_count":0,"area":null},{"id":"2511.06183","title":"BookAsSumQA: An Evaluation Framework for Aspect-Based Book Summarization via Question Answering","created":"2025-11-09","cited_by_count":0,"area":null},{"id":"2601.03418","title":"MAPLE: Medical Aspect-Based Summarization with Phrase-Level Evidence","created":"2026-01-06","cited_by_count":0,"area":null}],"next_cursor":null}