{"total":27,"rows":[{"id":"2110.08499","title":"PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization","created":"2021-10-16","cited_by_count":62,"area":null},{"id":"2212.10526","title":"Open Domain Multi-document Summarization: A Comprehensive Study of Model Brittleness under Retrieval","created":"2022-12-20","cited_by_count":20,"area":null},{"id":"2205.06207","title":"CiteSum: Citation Text-guided Scientific Extreme Summarization and Domain Adaptation with Limited Supervision","created":"2022-05-12","cited_by_count":15,"area":null},{"id":"2112.08770","title":"Proposition-Level Clustering for Multi-Document Summarization","created":"2021-12-16","cited_by_count":14,"area":null},{"id":"2306.17384","title":"SummQA at MEDIQA-Chat 2023:In-Context Learning with GPT-4 for Medical Summarization","created":"2023-06-30","cited_by_count":13,"area":null},{"id":"2106.02278","title":"AgreeSum: Agreement-Oriented Multi-Document Summarization","created":"2021-06-04","cited_by_count":10,"area":null},{"id":"2410.23463","title":"MDCure: A Scalable Pipeline for Multi-Document Instruction-Following","created":"2024-10-30","cited_by_count":10,"area":null},{"id":"2410.04087","title":"GlobeSumm: A Challenging Benchmark Towards Unifying Multi-lingual, Cross-lingual and Multi-document News Summarization","created":"2024-10-05","cited_by_count":9,"area":null},{"id":"2210.12688","title":"How \"Multi\" is Multi-Document Summarization?","created":"2022-10-23","cited_by_count":8,"area":null},{"id":"2302.05550","title":"PDSum: Prototype-driven Continuous Summarization of Evolving Multi-document Sets Stream","created":"2023-02-10","cited_by_count":7,"area":null},{"id":"2406.00842","title":"The Power of Summary-Source Alignments","created":"2024-06-02","cited_by_count":7,"area":null},{"id":"2306.04787","title":"Absformer: Transformer-based Model for Unsupervised Multi-Document Abstractive Summarization","created":"2023-06-07","cited_by_count":3,"area":null},{"id":"2308.10807","title":"DynED: Dynamic Ensemble Diversification in Data Stream Classification","created":"2023-08-21","cited_by_count":3,"area":null},{"id":"2104.08724","title":"Extract, Denoise and Enforce: Evaluating and Improving Concept Preservation for Text-to-Text Generation","created":"2021-04-18","cited_by_count":2,"area":null},{"id":"2110.07844","title":"Modeling Endorsement for Multi-Document Abstractive Summarization","created":"2021-10-15","cited_by_count":2,"area":null},{"id":"2211.10808","title":"Combining State-of-the-Art Models with Maximal Marginal Relevance for Few-Shot and Zero-Shot Multi-Document Summarization","created":"2022-11-19","cited_by_count":2,"area":null},{"id":"2404.07775","title":"Discourse-Aware In-Context Learning for Temporal Expression Normalization","created":"2024-04-11","cited_by_count":2,"area":null},{"id":"2506.12978","title":"Multi-document Summarization through Multi-document Event Relation Graph Reasoning in LLMs: a case study in Framing Bias Mitigation","created":"2025-06-15","cited_by_count":2,"area":null},{"id":"2203.02894","title":"A Multi-Document Coverage Reward for RELAXed Multi-Document Summarization","created":"2022-03-06","cited_by_count":1,"area":null},{"id":"2310.09017","title":"Dont Add, dont Miss: Effective Content Preserving Generation from Pre-Selected Text Spans","created":"2023-10-13","cited_by_count":1,"area":null},{"id":"2406.00005","title":"Disentangling Specificity for Abstractive Multi-document Summarization","created":"2024-05-12","cited_by_count":1,"area":null},{"id":"2408.10115","title":"GLIMMER: Incorporating Graph and Lexical Features in Unsupervised Multi-Document Summarization","created":"2024-08-19","cited_by_count":1,"area":null},{"id":"2507.16922","title":"A Unifying Scheme for Extractive Content Selection Tasks","created":"2025-07-22","cited_by_count":1,"area":null},{"id":"2110.01073","title":"Multi-Document Keyphrase Extraction: Dataset, Baselines and Review","created":"2021-10-03","cited_by_count":0,"area":null},{"id":"2407.11948","title":"Rethinking Transformer-based Multi-document Summarization: An Empirical Investigation","created":"2024-07-16","cited_by_count":0,"area":null},{"id":"2504.16711","title":"A Unified Retrieval Framework with Document Ranking and EDU Filtering for Multi-document Summarization","created":"2025-04-23","cited_by_count":0,"area":null},{"id":"2512.01896","title":"OPOR-Bench: Evaluating Large Language Models on Online Public Opinion Report Generation","created":"2025-12-01","cited_by_count":0,"area":null}],"next_cursor":null}