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Abstractive Text Summarization

Papers archive 2025-07-28

archive papers tagged: 846 · with a code link: 362 · where Syntology ran a sample: 77 (65 with a run with no instrument failure, 12 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (77 of 846 tagged: 65 with a run with no instrument failure, 12 where every run was a failure of Syntology's instrument)

Page 5 of 9: papers 401 to 500 of 846, 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.

• A Guide To Effectively Leveraging LLMs for Low-Resource Text Summarization: Data Augmentation and Semi-supervised Approaches
  10 Jul 2024 0 repositories listed
• Applicability of Large Language Models and Generative Models for Legal Case Judgement Summarization
  6 Jul 2024 0 repositories listed
• Query-Guided Self-Supervised Summarization of Nursing Notes
  4 Jul 2024 0 repositories listed
• Discrete Diffusion Language Model for Long Text Summarization
  25 Jun 2024 0 repositories listed
• OpenDebateEvidence: A Massive-Scale Argument Mining and Summarization Dataset
  20 Jun 2024 0 repositories listed
• CADS: A Systematic Literature Review on the Challenges of Abstractive Dialogue Summarization
  11 Jun 2024 0 repositories listed
• Investigating and Addressing Hallucinations of LLMs in Tasks Involving Negation
  8 Jun 2024 0 repositories listed
• Write Summary Step-by-Step: A Pilot Study of Stepwise Summarization
  8 Jun 2024 0 repositories listed
• Aspect-oriented Consumer Health Answer Summarization
  10 May 2024 0 repositories listed
• ATSumm: Auxiliary information enhanced approach for abstractive disaster Tweet Summarization with sparse training data
  10 May 2024 0 repositories listed
• Improving Long Text Understanding with Knowledge Distilled from Summarization Model
  8 May 2024 0 repositories listed
• RST-LoRA: A Discourse-Aware Low-Rank Adaptation for Long Document Abstractive Summarization
  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)
• Neural Sequence-to-Sequence Modeling with Attention by Leveraging Deep Learning Architectures for Enhanced Contextual Understanding in Abstractive Text Summarization
  8 Apr 2024 0 repositories listed
• Assisting humans in complex comparisons: automated information comparison at scale
  5 Apr 2024 0 repositories listed
• LexAbSumm: Aspect-based Summarization of Legal Decisions
  31 Mar 2024 0 repositories listed
• Improving Sequence-to-Sequence Models for Abstractive Text Summarization Using Meta Heuristic Approaches
  24 Mar 2024 0 repositories listed
• PARAMANU-AYN: Pretrain from scratch or Continual Pretraining of LLMs for Legal Domain Adaptation?
  20 Mar 2024 0 repositories listed
• From Instructions to Constraints: Language Model Alignment with Automatic Constraint Verification
  10 Mar 2024 0 repositories listed
• Few-Shot Cross-Lingual Transfer for Prompting Large Language Models in Low-Resource Languages
  9 Mar 2024 0 repositories listed
• A Second Look on BASS -- Boosting Abstractive Summarization with Unified Semantic Graphs -- A Replication Study
  5 Mar 2024 0 repositories listed
• VBART: The Turkish LLM
  2 Mar 2024 0 repositories listed
• EROS: Entity-Driven Controlled Policy Document Summarization
  29 Feb 2024 0 repositories listed
• Layer-wise Regularized Dropout for Neural Language Models
  26 Feb 2024 0 repositories listed
• Entity-level Factual Adaptiveness of Fine-tuning based Abstractive Summarization Models
  23 Feb 2024 0 repositories listed
• Analysis of Multidomain Abstractive Summarization Using Salience Allocation
  19 Feb 2024 0 repositories listed
• A Hybrid Strategy for Chat Transcript Summarization
  2 Feb 2024 0 repositories listed
• GUMsley: Evaluating Entity Salience in Summarization for 12 English Genres
  31 Jan 2024 0 repositories listed
• Evaluating GPT-3.5's Awareness and Summarization Abilities for European Constitutional Texts with Shared Topics
  25 Jan 2024 0 repositories listed
• Cross-Domain Robustness of Transformer-based Keyphrase Generation
  17 Dec 2023 0 repositories listed
• Exploiting Representation Bias for Data Distillation in Abstractive Text Summarization
  10 Dec 2023 0 repositories listed
• Questioning Biases in Case Judgment Summaries: Legal Datasets or Large Language Models?
  1 Dec 2023 0 repositories listed
• Controllable Topic-Focused Abstractive Summarization
  12 Nov 2023 0 repositories listed
• Legal-HNet: Mixing Legal Long-Context Tokens with Hartley Transform
  9 Nov 2023 0 repositories listed
• Enhancing Abstractiveness of Summarization Models through Calibrated Distillation
  20 Oct 2023 0 repositories listed
• Metric Ensembles For Hallucination Detection
  16 Oct 2023 0 repositories listed
• Calibrating Likelihoods towards Consistency in Summarization Models
  12 Oct 2023 0 repositories listed
• Teaching Language Models to Hallucinate Less with Synthetic Tasks
  10 Oct 2023 0 repositories listed
• Abstractive Summarization of Large Document Collections Using GPT
  9 Oct 2023 0 repositories listed
• Low Resource Summarization using Pre-trained Language Models
  4 Oct 2023 0 repositories listed
• BenLLMEval: A Comprehensive Evaluation into the Potentials and Pitfalls of Large Language Models on Bengali NLP
  22 Sep 2023 0 repositories listed
• PromptSum: Parameter-Efficient Controllable Abstractive Summarization
  6 Aug 2023 0 repositories listed
• Prompting Large Language Models with Speech Recognition Abilities
  21 Jul 2023 0 repositories listed
• Improving Factuality of Abstractive Summarization via Contrastive Reward Learning
  10 Jul 2023 0 repositories listed
• Named Entity Inclusion in Abstractive Text Summarization
  5 Jul 2023 0 repositories listed
• Challenges in Domain-Specific Abstractive Summarization and How to Overcome them
  3 Jul 2023 0 repositories listed
• Abstractive Text Summarization for Resumes With Cutting Edge NLP Transformers and LSTM
  23 Jun 2023 0 repositories listed
• Absformer: Transformer-based Model for Unsupervised Multi-Document Abstractive Summarization
  7 Jun 2023 0 repositories listed
• How Ready are Pre-trained Abstractive Models and LLMs for Legal Case Judgement Summarization?
  2 Jun 2023 0 repositories listed
• Factually Consistent Summarization via Reinforcement Learning with Textual Entailment Feedback
  31 May 2023 0 repositories listed
• Abstractive Summarization as Augmentation for Document-Level Event Detection
  29 May 2023 0 repositories listed
• Incorporating Distributions of Discourse Structure for Long Document Abstractive Summarization
  26 May 2023 0 repositories listed
• Abstractive Text Summarization Using the BRIO Training Paradigm
  23 May 2023 0 repositories listed
• Task-agnostic Distillation of Encoder-Decoder Language Models
  21 May 2023 0 repositories listed
• Counterfactual Debiasing for Generating Factually Consistent Text Summaries
  18 May 2023 0 repositories listed
• Learning Summary-Worthy Visual Representation for Abstractive Summarization in Video
  8 May 2023 0 repositories listed
• The Current State of Summarization
  8 May 2023 0 repositories listed
• SimCSum: Joint Learning of Simplification and Cross-lingual Summarization for Cross-lingual Science Journalism
  4 Apr 2023 0 repositories listed
• CQSumDP: A ChatGPT-Annotated Resource for Query-Focused Abstractive Summarization Based on Debatepedia
  31 Mar 2023 0 repositories listed
• Comparing Abstractive Summaries Generated by ChatGPT to Real Summaries Through Blinded Reviewers and Text Classification Algorithms
  30 Mar 2023 0 repositories listed
• ChatGPT as a Factual Inconsistency Evaluator for Text Summarization
  27 Mar 2023 0 repositories listed
• SASS: Data and Methods for Subject Aware Sentence Simplification
  26 Mar 2023 0 repositories listed
• Lay Text Summarisation Using Natural Language Processing: A Narrative Literature Review
  24 Mar 2023 0 repositories listed
• SPEC: Summary Preference Decomposition for Low-Resource Abstractive Summarization
  24 Mar 2023 0 repositories listed
• Abstractive Text Summarization using Attentive GRU based Encoder-Decoder
  25 Feb 2023 0 repositories listed
• An Analysis of Abstractive Text Summarization Using Pre-trained Models
  25 Feb 2023 0 repositories listed
• Summaries as Captions: Generating Figure Captions for Scientific Documents with Automated Text Summarization
  23 Feb 2023 0 repositories listed
• Exploring the Limits of ChatGPT for Query or Aspect-based Text Summarization
  16 Feb 2023 0 repositories listed
• Leveraging Summary Guidance on Medical Report Summarization
  8 Feb 2023 0 repositories listed
• Curriculum-guided Abstractive Summarization for Mental Health Online Posts
  2 Feb 2023 0 repositories listed
• Curriculum-Guided Abstractive Summarization
  2 Feb 2023 0 repositories listed
• Transformer Based Implementation for Automatic Book Summarization
  17 Jan 2023 0 repositories listed
• BUS: Efficient and Effective Vision-Language Pre-Training with Bottom-Up Patch Summarization.
  1 Jan 2023 0 repositories listed
• OpineSum: Entailment-based self-training for abstractive opinion summarization
  21 Dec 2022 0 repositories listed
• Improving the Robustness of Summarization Models by Detecting and Removing Input Noise
  20 Dec 2022 0 repositories listed
• mFACE: Multilingual Summarization with Factual Consistency Evaluation
  20 Dec 2022 0 repositories listed
• Improving Faithfulness of Abstractive Summarization by Controlling Confounding Effect of Irrelevant Sentences
  19 Dec 2022 0 repositories listed
• Inverse Reinforcement Learning for Text Summarization
  19 Dec 2022 0 repositories listed
• Advancing Multilingual Pre-training: TRIP Triangular Document-level Pre-training for Multilingual Language Models
  15 Dec 2022 0 repositories listed
• Momentum Calibration for Text Generation
  8 Dec 2022 0 repositories listed
• Improved Beam Search for Hallucination Mitigation in Abstractive Summarization
  6 Dec 2022 0 repositories listed
• KATSum: Knowledge-aware Abstractive Text Summarization
  6 Dec 2022 0 repositories listed
• Unsupervised Opinion Summarisation in the Wasserstein Space
  27 Nov 2022 0 repositories listed
• Summarizing Community-based Question-Answer Pairs
  17 Nov 2022 0 repositories listed Syntology 7 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 1 violated, 5 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples) · 2 pointer-only (licence)
• ED-FAITH: Evaluating Dialogue Summarization on Faithfulness
  15 Nov 2022 0 repositories listed
• Novel Chapter Abstractive Summarization using Spinal Tree Aware Sub-Sentential Content Selection
  9 Nov 2022 0 repositories listed
• Automatic Generation of Abstracts for Research Papers
  1 Nov 2022 0 repositories listed
• FRSUM: Towards Faithful Abstractive Summarization via Enhancing Factual Robustness
  1 Nov 2022 0 repositories listed
• Questioning the Validity of Summarization Datasets and Improving Their Factual Consistency
  31 Oct 2022 0 repositories listed
• Probing of Quantitative Values in Abstractive Summarization Models
  3 Oct 2022 0 repositories listed
• Abstractive Approaches To Multidocument Summarization Of Medical Literature Reviews
  1 Oct 2022 0 repositories listed
• LipKey: A Large-Scale News Dataset for Absent Keyphrases Generation and Abstractive Summarization
  1 Oct 2022 0 repositories listed
• Source-summary Entity Aggregation in Abstractive Summarization
  1 Oct 2022 0 repositories listed
• Calibrating Sequence likelihood Improves Conditional Language Generation
  30 Sep 2022 0 repositories listed
• Out-of-Distribution Detection and Selective Generation for Conditional Language Models
  30 Sep 2022 0 repositories listed
• Applying Transformer-based Text Summarization for Keyphrase Generation
  8 Sep 2022 0 repositories listed
• Enhancing Semantic Understanding with Self-supervised Methods for Abstractive Dialogue Summarization
  1 Sep 2022 0 repositories listed
• Entity-based De-noising Modeling for Controllable Dialogue Summarization
  1 Sep 2022 0 repositories listed
• Forming Trees with Treeformers
  14 Jul 2022 0 repositories listed
• Improving the Faithfulness of Abstractive Summarization via Entity Coverage Control
  5 Jul 2022 0 repositories listed
• DACSA: A large-scale Dataset for Automatic summarization of Catalan and Spanish newspaper Articles
  1 Jul 2022 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 2026-09-28, 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.