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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 8 of 9: papers 701 to 800 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.

• BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle
  16 Sep 2019 0 repositories listed
• An Entity-Driven Framework for Abstractive Summarization
  4 Sep 2019 0 repositories listed
• Avaya Conversational Intelligence: A Real-Time System for Spoken Language Understanding in Human-Human Call Center Conversations
  2 Sep 2019 0 repositories listed
• Personality-dependent Neural Text Summarization
  1 Sep 2019 0 repositories listed
• Repurposing Decoder-Transformer Language Models for Abstractive Summarization
  1 Sep 2019 0 repositories listed
• The Impact of Rule-Based Text Generation on the Quality of Abstractive Summaries
  1 Sep 2019 0 repositories listed
• Towards Adaptive Text Summarization: How Does Compression Rate Affect Summary Readability of L2 Texts?
  1 Sep 2019 0 repositories listed
• Deep Reinforcement Learning with Distributional Semantic Rewards for Abstractive Summarization
  31 Aug 2019 0 repositories listed
• Denoising based Sequence-to-Sequence Pre-training for Text Generation
  22 Aug 2019 0 repositories listed
• Topic Augmented Generator for Abstractive Summarization
  19 Aug 2019 0 repositories listed
• The Relation Between Infrastructure Quality and Government Effectiveness in Egypt.
  30 Jul 2019 0 repositories listed
• MacNet: Transferring Knowledge from Machine Comprehension to Sequence-to-Sequence Models
  23 Jul 2019 0 repositories listed
• Discourse Understanding and Factual Consistency in Abstractive Summarization
  2 Jul 2019 0 repositories listed
• Adversarial Domain Adaptation Using Artificial Titles for Abstractive Title Generation
  1 Jul 2019 0 repositories listed
• Automatic summarization of medical conversations, a review
  1 Jul 2019 0 repositories listed
• Do Transformer Attention Heads Provide Transparency in Abstractive Summarization?
  1 Jul 2019 0 repositories listed
• Ranking Generated Summaries by Correctness: An Interesting but Challenging Application for Natural Language Inference
  1 Jul 2019 0 repositories listed
• Multimodal Abstractive Summarization for How2 Videos
  19 Jun 2019 0 repositories listed
• A Robust Abstractive System for Cross-Lingual Summarization
  1 Jun 2019 0 repositories listed
• CATS: Customizable Abstractive Topic-based Summarization
  24 May 2019 0 repositories listed
• Ontology-Aware Clinical Abstractive Summarization
  14 May 2019 0 repositories listed
• Point-less: More Abstractive Summarization with Pointer-Generator Networks
  18 Apr 2019 0 repositories listed
• Text Generation with Exemplar-based Adaptive Decoding
  9 Apr 2019 0 repositories listed
• Neural Abstractive Text Summarization and Fake News Detection
  24 Mar 2019 0 repositories listed
• An Editorial Network for Enhanced Document Summarization
  27 Feb 2019 0 repositories listed
• Improving generation quality of pointer networks via guided attention
  20 Jan 2019 0 repositories listed
• Improving Sequence-to-Sequence Learning via Optimal Transport
  18 Jan 2019 0 repositories listed
• Multi-style Generative Reading Comprehension
  8 Jan 2019 0 repositories listed
• Automatic Summarization of Natural Language
  18 Dec 2018 0 repositories listed
• Abstractive Text Summarization by Incorporating Reader Comments
  13 Dec 2018 0 repositories listed
• A Self-Attentive Hierarchical Model for Jointly Improving Text Summarization and Sentiment Classification
  14 Nov 2018 0 repositories listed
• Modeling Local Dependence in Natural Language with Multi-channel Recurrent Neural Networks
  13 Nov 2018 0 repositories listed
• Adapting Neural Single-Document Summarization Model for Abstractive Multi-Document Summarization: A Pilot Study
  1 Nov 2018 0 repositories listed
• Extraction Meets Abstraction: Ideal Answer Generation for Biomedical Questions
  1 Nov 2018 0 repositories listed
• Ontology-Based Retrieval & Neural Approaches for BioASQ Ideal Answer Generation
  1 Nov 2018 0 repositories listed
• Task Proposal: The TL;DR Challenge
  1 Nov 2018 0 repositories listed
• On Controllable Sparse Alternatives to Softmax
  29 Oct 2018 0 repositories listed
• Robust Neural Abstractive Summarization Systems and Evaluation against Adversarial Information
  14 Oct 2018 0 repositories listed
• Robust Neural Abstractive Summarization Systems and Evaluation against Adversarial Information
  14 Oct 2018 0 repositories listed
• A Graph-theoretic Summary Evaluation for ROUGE
  1 Oct 2018 0 repositories listed
• CaLcs: Continuously Approximating Longest Common Subsequence for Sequence Level Optimization
  1 Oct 2018 0 repositories listed
• Frustratingly Easy Model Ensemble for Abstractive Summarization
  1 Oct 2018 0 repositories listed
• Improving Neural Abstractive Document Summarization with Explicit Information Selection Modeling
  1 Oct 2018 0 repositories listed
• Improving Neural Abstractive Document Summarization with Structural Regularization
  1 Oct 2018 0 repositories listed
• On the Abstractiveness of Neural Document Summarization
  1 Oct 2018 0 repositories listed
• The Rule of Three: Abstractive Text Summarization in Three Bullet Points
  28 Sep 2018 0 repositories listed
• Unsupervised Neural Multi-Document Abstractive Summarization of Reviews
  27 Sep 2018 0 repositories listed
• Bidirectional Attentional Encoder-Decoder Model and Bidirectional Beam Search for Abstractive Summarization
  18 Sep 2018 0 repositories listed
• Closed-Book Training to Improve Summarization Encoder Memory
  12 Sep 2018 0 repositories listed
• Improving Abstraction in Text Summarization
  23 Aug 2018 0 repositories listed
• Abstractive Summarization Improved by WordNet-based Extractive Sentences
  4 Aug 2018 0 repositories listed
• Abstractive Unsupervised Multi-Document Summarization using Paraphrastic Sentence Fusion
  1 Aug 2018 0 repositories listed
• Aspect and Sentiment Aware Abstractive Review Summarization
  1 Aug 2018 0 repositories listed
• Ensure the Correctness of the Summary: Incorporate Entailment Knowledge into Abstractive Sentence Summarization
  1 Aug 2018 0 repositories listed
• HL-EncDec: A Hybrid-Level Encoder-Decoder for Neural Response Generation
  1 Aug 2018 0 repositories listed
• NLP for Conversations: Sentiment, Summarization, and Group Dynamics
  1 Aug 2018 0 repositories listed
• Vocabulary Tailored Summary Generation
  1 Aug 2018 0 repositories listed
• A Novel ILP Framework for Summarizing Content with High Lexical Variety
  25 Jul 2018 0 repositories listed
• Retrieve, Rerank and Rewrite: Soft Template Based Neural Summarization
  1 Jul 2018 0 repositories listed
• The price of debiasing automatic metrics in natural language evalaution
  1 Jul 2018 0 repositories listed
• Towards Opinion Summarization of Customer Reviews
  1 Jul 2018 0 repositories listed
• Generating Topic-Oriented Summaries Using Neural Attention
  1 Jun 2018 0 repositories listed
• Generative Bridging Network for Neural Sequence Prediction
  1 Jun 2018 0 repositories listed
• Guiding Generation for Abstractive Text Summarization Based on Key Information Guide Network
  1 Jun 2018 0 repositories listed
• Soft Layer-Specific Multi-Task Summarization with Entailment and Question Generation
  28 May 2018 0 repositories listed
• Regularizing Output Distribution of Abstractive Chinese Social Media Text Summarization for Improved Semantic Consistency
  10 May 2018 0 repositories listed
• A Reinforced Topic-Aware Convolutional Sequence-to-Sequence Model for Abstractive Text Summarization
  9 May 2018 0 repositories listed
• A Hierarchical End-to-End Model for Jointly Improving Text Summarization and Sentiment Classification
  3 May 2018 0 repositories listed
• A New Annotated Portuguese/Spanish Corpus for the Multi-Sentence Compression Task
  1 May 2018 0 repositories listed
• A Repository of Corpora for Summarization
  1 May 2018 0 repositories listed
• Annotation and Analysis of Extractive Summaries for the Kyutech Corpus
  1 May 2018 0 repositories listed
• Corpus Building and Evaluation of Aspect-based Opinion Summaries from Tweets in Spanish
  1 May 2018 0 repositories listed
• Towards a Neural Network Approach to Abstractive Multi-Document Summarization
  24 Apr 2018 0 repositories listed
• Multi-Reward Reinforced Summarization with Saliency and Entailment
  17 Apr 2018 0 repositories listed
• Abstractive Tabular Dataset Summarization via Knowledge Base Semantic Embeddings
  4 Apr 2018 0 repositories listed
• Actor-Critic based Training Framework for Abstractive Summarization
  28 Mar 2018 0 repositories listed
• Deep Communicating Agents for Abstractive Summarization
  27 Mar 2018 0 repositories listed
• Controlling Decoding for More Abstractive Summaries with Copy-Based Networks
  19 Mar 2018 0 repositories listed
• A Hybrid Word-Character Approach to Abstractive Summarization
  27 Feb 2018 0 repositories listed
• Diverse Beam Search for Increased Novelty in Abstractive Summarization
  5 Feb 2018 0 repositories listed
• Query Focused Abstractive Summarization: Incorporating Query Relevance, Multi-Document Coverage, and Summary Length Constraints into seq2seq Models
  23 Jan 2018 0 repositories listed
• Keynote Lecture 3: Towards Abstractive Summarization
  1 Dec 2017 0 repositories listed
• Controllable Abstractive Summarization
  14 Nov 2017 0 repositories listed
• Faithful to the Original: Fact Aware Neural Abstractive Summarization
  13 Nov 2017 0 repositories listed
• Abstractive Multi-document Summarization by Partial Tree Extraction, Recombination and Linearization
  1 Nov 2017 0 repositories listed
• SSAS: Semantic Similarity for Abstractive Summarization
  1 Nov 2017 0 repositories listed
• Summarizing Lengthy Questions
  1 Nov 2017 0 repositories listed
• Towards Abstractive Multi-Document Summarization Using Submodular Function-Based Framework, Sentence Compression and Merging
  1 Nov 2017 0 repositories listed
• Order-Preserving Abstractive Summarization for Spoken Content Based on Connectionist Temporal Classification
  16 Sep 2017 0 repositories listed
• Automatic Community Creation for Abstractive Spoken Conversations Summarization
  1 Sep 2017 0 repositories listed
• Interactive Abstractive Summarization for Event News Tweets
  1 Sep 2017 0 repositories listed
• Multi-Document Summarization of Persian Text using Paragraph Vectors
  1 Sep 2017 0 repositories listed
• Neural Net Models of Open-domain Discourse Coherence
  1 Sep 2017 0 repositories listed
• TL;DR: Mining Reddit to Learn Automatic Summarization
  1 Sep 2017 0 repositories listed
• Towards Improving Abstractive Summarization via Entailment Generation
  1 Sep 2017 0 repositories listed
• Unsupervised Pretraining for Sequence to Sequence Learning
  1 Sep 2017 0 repositories listed
• A Pilot Study of Domain Adaptation Effect for Neural Abstractive Summarization
  21 Jul 2017 0 repositories listed
• Abstractive Document Summarization with a Graph-Based Attentional Neural Model
  1 Jul 2017 0 repositories listed
• Generative Bridging Network in Neural Sequence Prediction
  28 Jun 2017 0 repositories listed
• Crowd-Sourced Iterative Annotation for Narrative Summarization Corpora
  1 Apr 2017 0 repositories listed