Browse State-of-the-Art › Abstractive Text Summarization › Papers, page 6
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 6 of 9: papers 501 to 600 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.
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Few-shot fine-tuning SOTA summarization models for medical dialogues1 Jul 2022 0 repositories listed
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Jointly Learning Guidance Induction and Faithful Summary Generation via Conditional Variational Autoencoders1 Jul 2022 0 repositories listed
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Semantic-Preserving Abstractive Text Summarization with Siamese Generative Adversarial Net1 Jul 2022 0 repositories listed
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19 Jun 2022 0 repositories listed
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Indian Legal Text Summarization: A Text Normalisation-based Approach13 Jun 2022 0 repositories listed
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CATAMARAN: A Cross-lingual Long Text Abstractive Summarization Dataset1 Jun 2022 0 repositories listed
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Extractive and Abstractive Summarization Methods for Financial Narrative Summarization in English, Spanish and Greek1 Jun 2022 0 repositories listed
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Multilingual Financial Documentation Summarization by Team_Tredence for FNS20221 Jun 2022 0 repositories listed
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Multilingual Text Summarization on Financial Documents1 Jun 2022 0 repositories listed
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The Bull and the Bear: Summarizing Stock Market Discussions1 Jun 2022 0 repositories listed
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Counterfactual Data Augmentation improves Factuality of Abstractive Summarization25 May 2022 0 repositories listed
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Few-shot Mining of Naturally Occurring Inputs and Outputs9 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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Meta-X_{NLG}: A Meta-Learning Approach Based on Language Clustering for Zero-Shot Cross-Lingual Transfer and Generation1 May 2022 0 repositories listed
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RNSum: A Large-Scale Dataset for Automatic Release Note Generation via Commit Logs Summarization1 May 2022 0 repositories listed
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Faithful to the Document or to the World? Mitigating Hallucinations via Entity-linked Knowledge in Abstractive Summarization28 Apr 2022 0 repositories listed
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Spurious Correlations in Reference-Free Evaluation of Text Generation21 Apr 2022 0 repositories listed
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A Survey on Neural Abstractive Summarization Methods and Factual Consistency of Summarization20 Apr 2022 0 repositories listed
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Factual Error Correction for Abstractive Summaries Using Entity Retrieval18 Apr 2022 0 repositories listed
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PSP: Pre-trained Soft Prompts for Few-Shot Abstractive Summarization9 Apr 2022 0 repositories listed
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Abstractive summarization of hospitalisation histories with transformer networks5 Apr 2022 0 repositories listed
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Improving the Factual Accuracy of Abstractive Clinical Text Summarization using Multi-Objective Optimization2 Apr 2022 0 repositories listed
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Linearizing Transformer with Key-Value Memory23 Mar 2022 0 repositories listed
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AraBART: a Pretrained Arabic Sequence-to-Sequence Model for Abstractive Summarization21 Mar 2022 0 repositories listed
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An Imitation Learning Curriculum for Text Editing with Non-Autoregressive Models17 Mar 2022 0 repositories listed
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Differentiable Multi-Agent Actor-Critic for Multi-Step Radiology Report Summarization15 Mar 2022 0 repositories listed
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Faithfulness in Natural Language Generation: A Systematic Survey of Analysis, Evaluation and Optimization Methods10 Mar 2022 0 repositories listed
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ClueGraphSum: Let Key Clues Guide the Cross-Lingual Abstractive Summarization5 Mar 2022 0 repositories listed
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Learning Cluster Patterns for Abstractive Summarization22 Feb 2022 0 repositories listed
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Survey of Hallucination in Natural Language Generation8 Feb 2022 0 repositories listed
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Submodularity In Machine Learning and Artificial Intelligence31 Jan 2022 0 repositories listed
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AraBART: a Pretrained Arabic Sequence-to-Sequence Model for Abstractive Summarization16 Jan 2022 0 repositories listed
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BOOKSUM: A Collection of Datasets for Long-form Narrative Summarization16 Jan 2022 0 repositories listed
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Controlling the Focus of Pretrained Language Generation Models16 Jan 2022 0 repositories listed
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Exploring Cross-Lingual Guidance in Abstractive Summarization16 Jan 2022 0 repositories listed
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Falsesum: Generating Document-level NLI Examples for Recognizing Factual Inconsistency in Summarization16 Jan 2022 0 repositories listed
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Incorporating Question Answering-Based Signals into Abstractive Summarization via Salient Span Selection16 Jan 2022 0 repositories listed
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Measuring Faithfulness of Abstractive Summaries16 Jan 2022 0 repositories listed
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Mosaic Augmentation for Text: Cropping and Collaging as Cross-Domain Techniques16 Jan 2022 0 repositories listed
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Novel Chapter Abstractive Summarization using Spinal Tree Aware Sub-Sentential Content Selection16 Jan 2022 0 repositories listed
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Topic-controllable Abstractive Summarization16 Jan 2022 0 repositories listed
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ExtraPhrase: Efficient Data Augmentation for Abstractive Summarization14 Jan 2022 0 repositories listed
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Adaptive Beam Search to Enhance On-device Abstractive Summarization22 Dec 2021 0 repositories listed
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20 Dec 2021 0 repositories listed
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Reinforced Abstractive Summarization with Adaptive Length Controlling14 Dec 2021 0 repositories listed
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CO2Sum:Contrastive Learning for Factual-Consistent Abstractive Summarization2 Dec 2021 0 repositories listed
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Abstractive Text Summarization: Enhancing Sequence-to-Sequence Models Using Word Sense Disambiguation and Semantic Content Generalization1 Dec 2021 0 repositories listed
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New Approaches to Long Document Summarization: Fourier Transform Based Attention in a Transformer Model25 Nov 2021 0 repositories listed
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Pointer over Attention: An Improved Bangla Text Summarization Approach Using Hybrid Pointer Generator Network19 Nov 2021 0 repositories listed
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A Unified and Efficient Contrastive Learning Framework for Text Summarization16 Nov 2021 0 repositories listed
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A Zero-Resource Approach to Cross-Lingual Query-Focused Abstractive Summarization16 Nov 2021 0 repositories listed
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Controlling Pretrained Language Generation Models by Learning to Focus16 Nov 2021 0 repositories listed
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FRSUM: Towards Faithful Abstractive Summarization via Enhancing Factual Robustness16 Nov 2021 0 repositories listed
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Generating Diverse and High-Quality Abstractive Summaries with Variational Transformers16 Nov 2021 0 repositories listed
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Generation of News Articles from Tweets : An Experiment16 Nov 2021 0 repositories listed
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Improving the Faithfulness of Abstractive Summarization via Entity Coverage Control16 Nov 2021 0 repositories listed
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MoFE: Mixture of Factual Experts for Controlling Hallucinations in Abstractive Summarization16 Nov 2021 0 repositories listed
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Summᴺ: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents16 Nov 2021 0 repositories listed
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SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization16 Nov 2021 0 repositories listed
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Unsupervised Multi-Granularity Summarization16 Nov 2021 0 repositories listed
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Incorporating Question Answering-Based Signals into Abstractive Summarization via Salient Span Selection15 Nov 2021 0 repositories listed
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A Finer-grain Universal Dialogue Semantic Structures based Model For Abstractive Dialogue Summarization1 Nov 2021 0 repositories listed
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AUTOSUMM: Automatic Model Creation for Text Summarization1 Nov 2021 0 repositories listed
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EASE: Extractive-Abstractive Summarization End-to-End using the Information Bottleneck Principle1 Nov 2021 0 repositories listed
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Event Graph based Sentence Fusion1 Nov 2021 0 repositories listed
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Fine-grained Factual Consistency Assessment for Abstractive Summarization Models1 Nov 2021 0 repositories listed
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ForumSum: A Multi-Speaker Conversation Summarization Dataset1 Nov 2021 0 repositories listed
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Gradient-Based Adversarial Factual Consistency Evaluation for Abstractive Summarization1 Nov 2021 0 repositories listed
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Integrating Semantic Scenario and Word Relations for Abstractive Sentence Summarization1 Nov 2021 0 repositories listed
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Q^{2}: Evaluating Factual Consistency in Knowledge-Grounded Dialogues via Question Generation and Question Answering1 Nov 2021 0 repositories listed
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Rewards with Negative Examples for Reinforced Topic-Focused Abstractive Summarization1 Nov 2021 0 repositories listed
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Attention Temperature Matters in Abstractive Summarization Distillation16 Oct 2021 0 repositories listed
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Faithful or Extractive? On Mitigating the Faithfulness-Abstractiveness Trade-off in Abstractive Summarization16 Oct 2021 0 repositories listed
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Hallucinated but Factual! Inspecting the Factuality of Hallucinations in Abstractive Summarization16 Oct 2021 0 repositories listed
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Learning Rich Representation of Keyphrases from Text16 Oct 2021 0 repositories listed
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ODE Transformer: An Ordinary Differential Equation-Inspired Model for Sequence Generation16 Oct 2021 0 repositories listed
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Should We Trust This Summary? Bayesian Abstractive Summarization to The Rescue16 Oct 2021 0 repositories listed
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CaPE: Contrastive Parameter Ensembling for Reducing Hallucination in Abstractive Summarization14 Oct 2021 0 repositories listed
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Enhance Long Text Understanding via Distilled Gist Detector from Abstractive Summarization10 Oct 2021 0 repositories listed
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VieSum: How Robust Are Transformer-based Models on Vietnamese Summarization?8 Oct 2021 0 repositories listed
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DictFormer: Tiny Transformer with Shared Dictionary29 Sep 2021 0 repositories listed
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HydraSum - Disentangling Stylistic Features in Text Summarization using Multi-Decoder Models29 Sep 2021 0 repositories listed
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Enriching and Controlling Global Semantics for Text Summarization22 Sep 2021 0 repositories listed
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Recursively Summarizing Books with Human Feedback22 Sep 2021 0 repositories listed
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Exploring Multitask Learning for Low-Resource AbstractiveSummarization17 Sep 2021 0 repositories listed
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Measuring Factual Consistency of Abstractive Summaries17 Sep 2021 0 repositories listed
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Mitigating Data Scarceness through Data Synthesis, Augmentation and Curriculum for Abstractive Summarization17 Sep 2021 0 repositories listed
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RetrievalSum: A Retrieval Enhanced Framework for Abstractive Summarization16 Sep 2021 0 repositories listed
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Augmented Abstractive Summarization With Document-LevelSemantic Graph13 Sep 2021 0 repositories listed
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UniMS: A Unified Framework for Multimodal Summarization with Knowledge Distillation13 Sep 2021 0 repositories listed
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Sparsity and Sentence Structure in Encoder-Decoder Attention of Summarization Systems8 Sep 2021 0 repositories listed
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Cross-lingual Fine-tuning for Abstractive Arabic Text Summarization1 Sep 2021 0 repositories listed
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Improving Abstractive Summarization with Commonsense Knowledge1 Sep 2021 0 repositories listed
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Monitoring Fact Preservation, Grammatical Consistency and Ethical Behavior of Abstractive Summarization Neural Models1 Sep 2021 0 repositories listed
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On Reducing Repetition in Abstractive Summarization1 Sep 2021 0 repositories listed
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ICAF: Iterative Contrastive Alignment Framework for Multimodal Abstractive Summarization11 Aug 2021 0 repositories listed
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Evaluating the Tradeoff Between Abstractiveness and Factuality in Abstractive Summarization5 Aug 2021 0 repositories listed
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Field Experiments of Real Time Foreign News Distribution Powered by MT1 Aug 2021 0 repositories listed
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Unsupervised Class-Specific Abstractive Summarization of Customer Reviews1 Aug 2021 0 repositories listed
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DeepTitle -- Leveraging BERT to generate Search Engine Optimized Headlines22 Jul 2021 0 repositories listed