Browse State-of-the-Art › Multi-Document Summarization › Papers, page 2
Multi-Document Summarization
Papers archive 2025-07-28
archive papers tagged: 359 · with a code link: 113 · where Syntology ran a sample: 13 (9 with a run with no instrument failure, 4 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (13 of 359 tagged: 9 with a run with no instrument failure, 4 where every run was a failure of Syntology's instrument)
Page 2 of 4: papers 101 to 200 of 359, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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30 May 2019 1 repository listed Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 1 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples) · 2 pointer-only (licence)
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12 Nov 2018 1 repository listed
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19 Aug 2018 1 repository listed
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1 May 2018 1 repository listed
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1 May 2018 1 repository listed
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14 Apr 2017 1 repository listed
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1 Dec 2016 1 repository listed
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1 Dec 2016 1 repository listed
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1 Dec 2016 1 repository listed
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1 Aug 2016 1 repository listed
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1 Sep 2015 1 repository listed
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1 May 2015 1 repository listed
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A Unified Retrieval Framework with Document Ranking and EDU Filtering for Multi-document Summarization23 Apr 2025 0 repositories listed
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Can one size fit all?: Measuring Failure in Multi-Document Summarization Domain Transfer20 Mar 2025 0 repositories listed
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Multi2: Multi-Agent Test-Time Scalable Framework for Multi-Document Processing27 Feb 2025 0 repositories listed
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LAG: LLM agents for Leaderboard Auto Generation on Demanding25 Feb 2025 0 repositories listed
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LM Agents for Coordinating Multi-User Information Gathering17 Feb 2025 0 repositories listed
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EventSum: A Large-Scale Event-Centric Summarization Dataset for Chinese Multi-News Documents16 Dec 2024 0 repositories listed
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Leveraging Long-Context Large Language Models for Multi-Document Understanding and Summarization in Enterprise Applications27 Sep 2024 0 repositories listed
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BERT-VBD: Vietnamese Multi-Document Summarization Framework18 Sep 2024 0 repositories listed
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SumRecom: A Personalized Summarization Approach by Learning from Users' Feedback2 Aug 2024 0 repositories listed
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Rethinking Transformer-based Multi-document Summarization: An Empirical Investigation16 Jul 2024 0 repositories listed
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LightPAL: Lightweight Passage Retrieval for Open Domain Multi-Document Summarization18 Jun 2024 0 repositories listed
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Understanding Position Bias Effects on Fairness in Social Multi-Document Summarization3 May 2024 0 repositories listed
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NewsQs: Multi-Source Question Generation for the Inquiring Mind28 Feb 2024 0 repositories listed
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SKT5SciSumm -- Revisiting Extractive-Generative Approach for Multi-Document Scientific Summarization27 Feb 2024 0 repositories listed
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Benchmarking LLMs on the Semantic Overlap Summarization Task26 Feb 2024 0 repositories listed
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Overview of the VLSP 2022 -- Abmusu Shared Task: A Data Challenge for Vietnamese Abstractive Multi-document Summarization27 Nov 2023 0 repositories listed
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Mitigating Framing Bias with Polarity Minimization Loss3 Nov 2023 0 repositories listed
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Controllable Multi-document Summarization: Coverage & Coherence Intuitive Policy with Large Language Model Based Rewards5 Oct 2023 0 repositories listed
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LLM Based Multi-Document Summarization Exploiting Main-Event Biased Monotone Submodular Content Extraction5 Oct 2023 0 repositories listed
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Multi-document Summarization: A Comparative Evaluation10 Sep 2023 0 repositories listed
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Unsupervised Multi-document Summarization with Holistic Inference8 Sep 2023 0 repositories listed
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Absformer: Transformer-based Model for Unsupervised Multi-Document Abstractive Summarization7 Jun 2023 0 repositories listed
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LBMT team at VLSP2022-Abmusu: Hybrid method with text correlation and generative models for Vietnamese multi-document summarization11 Apr 2023 0 repositories listed
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Automatically Summarizing Evidence from Clinical Trials: A Prototype Highlighting Current Challenges7 Mar 2023 0 repositories listed
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Mining both Commonality and Specificity from Multiple Documents for Multi-Document Summarization5 Mar 2023 0 repositories listed
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Do Multi-Document Summarization Models Synthesize?31 Jan 2023 0 repositories listed
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Open Domain Multi-document Summarization: A Comprehensive Study of Model Brittleness under Retrieval20 Dec 2022 0 repositories listed
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Combining State-of-the-Art Models with Maximal Marginal Relevance for Few-Shot and Zero-Shot Multi-Document Summarization19 Nov 2022 0 repositories listed
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Moving beyond word lists: towards abstractive topic labels for human-like topics of scientific documents28 Oct 2022 0 repositories listed
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Evaluating Pre-Trained Language Models on Multi-Document Summarization for Literature Reviews1 Oct 2022 0 repositories listed
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Exploring the limits of a base BART for multi-document summarization in the medical domain1 Oct 2022 0 repositories listed
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基于实体信息增强及多粒度融合的多文档摘要(Multi-Document Summarization Based on Entity Information Enhancement and Multi-Granularity Fusion)1 Oct 2022 0 repositories listed
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Overview of the Third Workshop on Scholarly Document Processing1 Oct 2022 0 repositories listed
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Document-aware Positional Encoding and Linguistic-guided Encoding for Abstractive Multi-document Summarization13 Sep 2022 0 repositories listed
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Parallel Hierarchical Transformer with Attention Alignment for Abstractive Multi-Document Summarization16 Aug 2022 0 repositories listed
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ACM -- Attribute Conditioning for Abstractive Multi Document Summarization9 May 2022 0 repositories listed
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Discriminative Marginalized Probabilistic Neural Method for Multi-Document Summarization of Medical Literature1 May 2022 0 repositories listed
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Large-Scale Multi-Document Summarization with Information Extraction and Compression1 May 2022 0 repositories listed
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Predicting Intervention Approval in Clinical Trials through Multi-Document Summarization1 Apr 2022 0 repositories listed
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Automatic Related Work Generation: A Meta Study6 Jan 2022 0 repositories listed
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A Multi-Document Coverage Reward for RELAXed Multi-Document Summarization16 Nov 2021 0 repositories listed
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PeerSum: A Peer Review Dataset for Abstractive Multi-document Summarization16 Nov 2021 0 repositories listed
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Monolingual vs multilingual BERTology for Vietnamese extractive multi-document summarization1 Nov 2021 0 repositories listed
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Topic-Guided Abstractive Multi-Document Summarization21 Oct 2021 0 repositories listed
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3M:Multi-document Summarization Considering Main and Minor Relationship16 Oct 2021 0 repositories listed
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Unsupervised Multi-document Summarization for News Corpus with Key Synonyms and Contextual Embeddings1 Oct 2021 0 repositories listed
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Leveraging Attribute Conditioning for Abstractive Multi Document Summarization29 Sep 2021 0 repositories listed
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Dependency Structure for News Document Summarization23 Sep 2021 0 repositories listed
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Monolingual versus Multilingual BERTology for Vietnamese Extractive Multi-Document Summarization31 Aug 2021 0 repositories listed
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Entity-Aware Abstractive Multi-Document Summarization1 Aug 2021 0 repositories listed
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Highlight-Transformer: Leveraging Key Phrase Aware Attention to Improve Abstractive Multi-Document Summarization1 Aug 2021 0 repositories listed
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13 Jul 2021 0 repositories listed
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AgreeSum: Agreement-Oriented Multi-Document Summarization4 Jun 2021 0 repositories listed
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Nutri-bullets Hybrid: Consensual Multi-document Summarization1 Jun 2021 0 repositories listed
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UETrice at MEDIQA 2021: A Prosper-thy-neighbour Extractive Multi-document Summarization Model1 Jun 2021 0 repositories listed
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Neighborhood Rough Set based Multi-document Summarization27 May 2021 0 repositories listed
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BASS: Boosting Abstractive Summarization with Unified Semantic Graph25 May 2021 0 repositories listed
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Analysis of GraphSum's Attention Weights to Improve the Explainability of Multi-Document Summarization19 May 2021 0 repositories listed
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PoBRL: Optimizing Multi-Document Summarization by Blending Reinforcement Learning Policies18 May 2021 0 repositories listed
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Identifying Helpful Sentences in Product Reviews20 Apr 2021 0 repositories listed
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Generating Related Work18 Apr 2021 0 repositories listed
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What's in a Summary? Laying the Groundwork for Advances in Hospital-Course Summarization12 Apr 2021 0 repositories listed
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Multi-document Summarization using Semantic Role Labeling and Semantic Graph for Indonesian News Article5 Mar 2021 0 repositories listed
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A novel extractive multi-document text summarization system using quantum-inspired genetic algorithm: MTSQIGA30 Dec 2020 0 repositories listed
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Neural Abstractive Multi-Document Summarization: Hierarchical or Flat Structure?1 Dec 2020 0 repositories listed
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Multi-document Summarization via Deep Learning Techniques: A Survey10 Nov 2020 0 repositories listed
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Topic-Centric Unsupervised Multi-Document Summarization of Scientific and News Articles3 Nov 2020 0 repositories listed
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A Spectral Method for Unsupervised Multi-Document Summarization1 Nov 2020 0 repositories listed
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Coarse-to-Fine Query Focused Multi-Document Summarization1 Nov 2020 0 repositories listed
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Unsupervised Summarization by Jointly Extracting Sentences and Keywords16 Sep 2020 0 repositories listed
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Massive Multi-Document Summarization of Product Reviews with Weak Supervision22 Jul 2020 0 repositories listed
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Multi-Granularity Interaction Network for Extractive and Abstractive Multi-Document Summarization1 Jul 2020 0 repositories listed
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A Multi-level Annotated Corpus of Scientific Papers for Scientific Document Summarization and Cross-document Relation Discovery1 May 2020 0 repositories listed
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Neural Abstractive Summarization with Structural Attention21 Apr 2020 0 repositories listed
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Query Focused Multi-Document Summarization with Distant Supervision6 Apr 2020 0 repositories listed
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Rough Set based Aggregate Rank Measure & its Application to Supervised Multi Document Summarization9 Feb 2020 0 repositories listed
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Subtopic-driven Multi-Document Summarization1 Nov 2019 0 repositories listed
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Unsupervised Aspect-Based Multi-Document Abstractive Summarization1 Nov 2019 0 repositories listed
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Multi-Document Summarization with Determinantal Point Processes and Contextualized Representations24 Oct 2019 0 repositories listed
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Learning to Create Sentence Semantic Relation Graphs for Multi-Document Summarization20 Sep 2019 0 repositories listed
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Generating an Overview Report over Many Documents17 Aug 2019 0 repositories listed
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Joint Lifelong Topic Model and Manifold Ranking for Document Summarization7 Jul 2019 0 repositories listed
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15 Dec 2018 0 repositories listed
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Adapting Neural Single-Document Summarization Model for Abstractive Multi-Document Summarization: A Pilot Study1 Nov 2018 0 repositories listed
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基於基因演算法的組合式多文件摘要方法 (An Ensemble Approach for Multi-document Summarization using Genetic Algorithms) [In Chinese]1 Oct 2018 0 repositories listed
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Deep Attentive Sentence Ordering Network1 Oct 2018 0 repositories listed
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Abstractive Unsupervised Multi-Document Summarization using Paraphrastic Sentence Fusion1 Aug 2018 0 repositories listed
Syntology lines on 2 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since , the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.