Browse State-of-the-Art › Document Summarization › Papers, page 3
Document Summarization
Papers archive 2025-07-28
archive papers tagged: 760 · with a code link: 226 · where Syntology ran a sample: 34 (28 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (34 of 760 tagged: 28 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument)
Page 3 of 8: papers 201 to 300 of 760, 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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1 Oct 2018 1 repository listed
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19 Aug 2018 1 repository listed
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1 Aug 2018 1 repository listed
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6 Jul 2018 1 repository listed
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1 Jul 2018 1 repository listed
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1 Jul 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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22 Mar 2018 1 repository listed
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23 Feb 2018 1 repository listed Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
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1 Jan 2018 1 repository listed
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14 Dec 2017 1 repository listed
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1 Sep 2017 1 repository listed
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1 Jul 2017 1 repository listed
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14 Apr 2017 1 repository listed
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29 Mar 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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26 Oct 2016 1 repository listed
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1 Sep 2016 1 repository listed
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1 Aug 2016 1 repository listed
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1 May 2016 1 repository listed
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23 Mar 2016 1 repository listed Syntology 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 1 pointer-only (licence)
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1 Sep 2015 1 repository listed
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1 May 2015 1 repository listed
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ARC: Argument Representation and Coverage Analysis for Zero-Shot Long Document Summarization with Instruction Following LLMs29 May 2025 0 repositories listed
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Hallucinate at the Last in Long Response Generation: A Case Study on Long Document Summarization21 May 2025 0 repositories listed
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Document Attribution: Examining Citation Relationships using Large Language Models9 May 2025 0 repositories 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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Align to Structure: Aligning Large Language Models with Structural Information4 Apr 2025 0 repositories listed
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M-DocSum: Do LVLMs Genuinely Comprehend Interleaved Image-Text in Document Summarization?27 Mar 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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A Hybrid Architecture with Efficient Fine Tuning for Abstractive Patent Document Summarization13 Mar 2025 0 repositories listed
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Mitigating Preference Hacking in Policy Optimization with Pessimism10 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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Exploring Synaptic Resonance in Large Language Models: A Novel Approach to Contextual Memory Integration15 Feb 2025 0 repositories listed
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Discourse-Driven Evaluation: Unveiling Factual Inconsistency in Long Document Summarization10 Feb 2025 0 repositories listed
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Progressive Document-level Text Simplification via Large Language Models7 Jan 2025 0 repositories listed
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3 Jan 2025 0 repositories listed
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A Rhetorical Relations-Based Framework for Tailored Multimedia Document Summarization26 Dec 2024 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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Precise Length Control in Large Language Models16 Dec 2024 0 repositories listed
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Mitigating Knowledge Conflicts in Language Model-Driven Question Answering18 Nov 2024 0 repositories listed
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Hybrid Deep Learning for Legal Text Analysis: Predicting Punishment Durations in Indonesian Court Rulings26 Oct 2024 0 repositories listed
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Natural Language Processing for the Legal Domain: A Survey of Tasks, Datasets, Models, and Challenges25 Oct 2024 0 repositories listed
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Optimizing the role of human evaluation in LLM-based spoken document summarization systems23 Oct 2024 0 repositories listed
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DiscoGraMS: Enhancing Movie Screen-Play Summarization using Movie Character-Aware Discourse Graph18 Oct 2024 0 repositories listed
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CCSBench: Evaluating Compositional Controllability in LLMs for Scientific Document Summarization16 Oct 2024 0 repositories listed
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PublicHearingBR: A Brazilian Portuguese Dataset of Public Hearing Transcripts for Summarization of Long Documents10 Oct 2024 0 repositories listed
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A Novel LLM-based Two-stage Summarization Approach for Long Dialogues9 Oct 2024 0 repositories listed
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ConServe: Harvesting GPUs for Low-Latency and High-Throughput Large Language Model Serving2 Oct 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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E2LLM: Encoder Elongated Large Language Models for Long-Context Understanding and Reasoning10 Sep 2024 0 repositories listed
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Abstractive Text Summarization: State of the Art, Challenges, and Improvements4 Sep 2024 0 repositories listed
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SurveySum: A Dataset for Summarizing Multiple Scientific Articles into a Survey Section29 Aug 2024 0 repositories listed
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Biomedical Large Languages Models Seem not to be Superior to Generalist Models on Unseen Medical Data25 Aug 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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Improving Faithfulness of Large Language Models in Summarization via Sliding Generation and Self-Consistency31 Jul 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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Proposal Report for the 2nd SciCAP Competition 20242 Jul 2024 0 repositories listed
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TocBERT: Medical Document Structure Extraction Using Bidirectional Transformers27 Jun 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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Key-Element-Informed sLLM Tuning for Document Summarization7 Jun 2024 0 repositories listed
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DLAFormer: An End-to-End Transformer For Document Layout Analysis20 May 2024 0 repositories listed
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Thesis: Document Summarization with applications to Keyword extraction and Image Retrieval20 May 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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1 May 2024 0 repositories listed Syntology 6 ran (of which 5 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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Comparative Study of Domain Driven Terms Extraction Using Large Language Models2 Apr 2024 0 repositories listed
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EROS: Entity-Driven Controlled Policy Document Summarization29 Feb 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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Abstractive Summarization of Large Document Collections Using GPT9 Oct 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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Finding Pragmatic Differences Between Disciplines30 Sep 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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A Comparative Study of Sentence Embedding Models for Assessing Semantic Variation8 Aug 2023 0 repositories listed
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A Personalized Reinforcement Learning Summarization Service for Learning Structure from Unstructured Data9 Jul 2023 0 repositories listed
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Vietnamese multi-document summary using subgraph selection approach -- VLSP 2022 AbMuSu Shared Task26 Jun 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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Hybrid Long Document Summarization using C2F-FAR and ChatGPT: A Practical Study1 Jun 2023 0 repositories listed
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Contrastive Hierarchical Discourse Graph for Scientific Document Summarization31 May 2023 0 repositories listed
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Neural Natural Language Processing for Long Texts: A Survey on Classification and Summarization25 May 2023 0 repositories listed
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AWESOME: GPU Memory-constrained Long Document Summarization using Memory Mechanism and Global Salient Content24 May 2023 0 repositories listed
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Fast Submodular Function Maximization15 May 2023 0 repositories listed
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CovSumm: an unsupervised transformer-cum-graph-based hybrid document summarization model for CORD-1926 Apr 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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The Exploration of Knowledge-Preserving Prompts for Document Summarisation27 Jan 2023 0 repositories listed
Syntology lines on 4 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.