Self-Supervised and Controlled Multi-Document Opinion Summarization Apr 30, 2020 Abstractive Text Summarization Opinion Summarization
— Unverified Exploring Explainable Selection to Control Abstractive Summarization Apr 24, 2020 Abstractive Text Summarization Attribute
Code Code Available QURIOUS: Question Generation Pretraining for Text Generation Apr 23, 2020 Abstractive Text Summarization Language Modeling
— Unverified Neural Abstractive Summarization with Structural Attention Apr 21, 2020 Abstractive Text Summarization Articles
— Unverified An In-depth Walkthrough on Evolution of Neural Machine Translation Apr 10, 2020 Abstractive Text Summarization Image Captioning
— Unverified Salience Estimation with Multi-Attention Learning for Abstractive Text Summarization Apr 7, 2020 Abstractive Text Summarization Decoder
— Unverified Windowing Models for Abstractive Summarization of Long Texts Apr 7, 2020 Abstractive Text Summarization Decoder
— Unverified Pre-training for Abstractive Document Summarization by Reinstating Source Text Apr 4, 2020 Abstractive Text Summarization Document Summarization
— Unverified Amharic Abstractive Text Summarization Mar 30, 2020 Abstractive Text Summarization Deep Learning
— Unverified Abstractive Text Summarization based on Language Model Conditioning and Locality Modeling Mar 29, 2020 Abstractive Text Summarization Decoder
Code Code Available Abstractive Summarization with Combination of Pre-trained Sequence-to-Sequence and Saliency Models Mar 29, 2020 Abstractive Text Summarization Text Generation
— Unverified BERT Fine-tuning For Arabic Text Summarization Mar 29, 2020 Abstractive Text Summarization Extractive Summarization
Code Code Available Enhancing Factual Consistency of Abstractive Summarization Mar 19, 2020 Abstractive Text Summarization Graph Attention
— Unverified Selective Attention Encoders by Syntactic Graph Convolutional Networks for Document Summarization Mar 18, 2020 Abstractive Text Summarization Document Summarization
— Unverified StructSum: Summarization via Structured Representations Mar 1, 2020 Abstractive Text Summarization Decoder
Code Code Available A more abstractive summarization model Feb 25, 2020 Abstractive Text Summarization Decoder
— Unverified Discriminative Adversarial Search for Abstractive Summarization Feb 24, 2020 Abstractive Text Summarization Domain Adaptation
— Unverified On the impressive performance of randomly weighted encoders in summarization tasks Feb 21, 2020 Abstractive Text Summarization Decoder
— Unverified Interpretable Multi-Headed Attention for Abstractive Summarization at Controllable Lengths Feb 18, 2020 Abstractive Text Summarization Transfer Learning
— Unverified Abstractive Summarization for Low Resource Data using Domain Transfer and Data Synthesis Feb 9, 2020 Abstractive Text Summarization Extractive Summarization
— Unverified Length-controllable Abstractive Summarization by Guiding with Summary Prototype Jan 21, 2020 Abstractive Text Summarization Decoder
— Unverified TED: A Pretrained Unsupervised Summarization Model with Theme Modeling and Denoising Jan 3, 2020 Abstractive Text Summarization Articles
— Unverified The Shmoop Corpus: A Dataset of Stories with Loosely Aligned Summaries Dec 30, 2019 Abstractive Text Summarization Form
Code Code Available Deep Reinforced Self-Attention Masks for Abstractive Summarization (DR.SAS) Dec 30, 2019 Abstractive Text Summarization Reinforcement Learning
— Unverified Improving Abstractive Text Summarization with History Aggregation Dec 24, 2019 Abstractive Text Summarization Decoder
— Unverified Joint Parsing and Generation for Abstractive Summarization Nov 23, 2019 Abstractive Text Summarization Decoder
Code Code Available Controlling the Amount of Verbatim Copying in Abstractive Summarization Nov 23, 2019 Abstractive Text Summarization Language Modeling
Code Code Available Improved Document Modelling with a Neural Discourse Parser Nov 16, 2019 Abstractive Text Summarization Text Generation
Code Code Available Understanding Multi-Head Attention in Abstractive Summarization Nov 10, 2019 Abstractive Text Summarization Machine Translation
— Unverified Resurrecting Submodularity for Neural Text Generation Nov 8, 2019 Abstractive Text Summarization Decoder
— Unverified Unsupervised Opinion Summarization as Copycat-Review Generation Nov 6, 2019 Abstractive Text Summarization Opinion Summarization
Code Code Available Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology Reports Nov 6, 2019 Abstractive Text Summarization Fact Checking
— Unverified Unsupervised Aspect-Based Multi-Document Abstractive Summarization Nov 1, 2019 Abstractive Text Summarization Clustering
— Unverified Generating Formality-Tuned Summaries Using Input-Dependent Rewards Nov 1, 2019 Abstractive Text Summarization reinforcement-learning
— Unverified Keeping Consistency of Sentence Generation and Document Classification with Multi-Task Learning Nov 1, 2019 Abstractive Text Summarization Articles
— Unverified Contrastive Attention Mechanism for Abstractive Sentence Summarization Oct 29, 2019 Abstractive Text Summarization Sentence
Code Code Available Concept Pointer Network for Abstractive Summarization Oct 18, 2019 Abstractive Text Summarization Text Summarization
Code Code Available Read, Highlight and Summarize: A Hierarchical Neural Semantic Encoder-based Approach Oct 8, 2019 Abstractive Text Summarization GPU
Code Code Available Abstractive Dialog Summarization with Semantic Scaffolds Oct 2, 2019 Abstractive Text Summarization Document Summarization
Code Code Available SummAE: Zero-Shot Abstractive Text Summarization using Length-Agnostic Auto-Encoders Oct 2, 2019 Abstractive Text Summarization Denoising
Code Code Available 新穎的序列生成架構於中文重寫式摘要之研究(Novel Sequence Generation Framework for Chinese Abstractive Summarization) Oct 1, 2019 Abstractive Text Summarization
— Unverified VAE-PGN based Abstractive Model in Multi-stage Architecture for Text Summarization Oct 1, 2019 Abstractive Text Summarization Extractive Summarization
— Unverified Analyzing Sentence Fusion in Abstractive Summarization Oct 1, 2019 Abstractive Text Summarization Sentence
— Unverified In Conclusion Not Repetition: Comprehensive Abstractive Summarization With Diversified Attention Based On Determinantal Point Processes Sep 24, 2019 Abstractive Text Summarization Diversity
Code Code Available Multi-stage Pretraining for Abstractive Summarization Sep 23, 2019 Abstractive Text Summarization Form
— Unverified Summary Level Training of Sentence Rewriting for Abstractive Summarization Sep 19, 2019 Abstractive Text Summarization Extractive Text Summarization
— Unverified How to Write Summaries with Patterns? Learning towards Abstractive Summarization through Prototype Editing Sep 19, 2019 Abstractive Text Summarization Text Summarization
Code Code Available BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle Sep 16, 2019 Abstractive Text Summarization Extractive Summarization
— Unverified On Extractive and Abstractive Neural Document Summarization with Transformer Language Models Sep 7, 2019 Abstractive Text Summarization Document Summarization
Code Code Available Answers Unite! Unsupervised Metrics for Reinforced Summarization Models Sep 4, 2019 Abstractive Text Summarization Question Answering
Code Code Available 