ERNIE-GEN: An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language Generation Jan 26, 2020 Abstractive Text Summarization Decoder
Code Code Available Length-controllable Abstractive Summarization by Guiding with Summary Prototype Jan 21, 2020 Abstractive Text Summarization Decoder
— Unverified ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-training Jan 13, 2020 Abstractive Text Summarization Prediction
Code Code Available TED: A Pretrained Unsupervised Summarization Model with Theme Modeling and Denoising Jan 3, 2020 Abstractive Text Summarization Articles
— Unverified Deep Reinforced Self-Attention Masks for Abstractive Summarization (DR.SAS) Dec 30, 2019 Abstractive Text Summarization Reinforcement Learning
— Unverified The Shmoop Corpus: A Dataset of Stories with Loosely Aligned Summaries Dec 30, 2019 Abstractive Text Summarization Form
Code Code Available Improving Abstractive Text Summarization with History Aggregation Dec 24, 2019 Abstractive Text Summarization Decoder
— Unverified PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization Dec 18, 2019 Abstractive Text Summarization Decoder
Code Code Available SAMSum Corpus: A Human-annotated Dialogue Dataset for Abstractive Summarization Nov 27, 2019 Abstractive Dialogue Summarization Abstractive Text Summarization
Code Code Available 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 Keeping Consistency of Sentence Generation and Document Classification with Multi-Task Learning Nov 1, 2019 Abstractive Text Summarization Articles
— Unverified Generating Formality-Tuned Summaries Using Input-Dependent Rewards Nov 1, 2019 Abstractive Text Summarization reinforcement-learning
— Unverified Unsupervised Aspect-Based Multi-Document Abstractive Summarization Nov 1, 2019 Abstractive Text Summarization Clustering
— Unverified BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension Oct 29, 2019 Abstractive Text Summarization Decoder
Code Code Available Contrastive Attention Mechanism for Abstractive Sentence Summarization Oct 29, 2019 Abstractive Text Summarization Sentence
Code Code Available Evaluating the Factual Consistency of Abstractive Text Summarization Oct 28, 2019 Abstractive Text Summarization Fact Checking
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 Cross-Lingual Natural Language Generation via Pre-Training Sep 23, 2019 Abstractive Text Summarization Cross-Lingual Transfer
Code Code Available How to Write Summaries with Patterns? Learning towards Abstractive Summarization through Prototype Editing Sep 19, 2019 Abstractive Text Summarization Text Summarization
Code Code Available Summary Level Training of Sentence Rewriting for Abstractive Summarization Sep 19, 2019 Abstractive Text Summarization Extractive Text Summarization
— Unverified 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 An Entity-Driven Framework for Abstractive Summarization Sep 4, 2019 Abstract generation Abstractive Text Summarization
— Unverified Answers Unite! Unsupervised Metrics for Reinforced Summarization Models Sep 4, 2019 Abstractive Text Summarization Question Answering
Code Code Available Mixture Content Selection for Diverse Sequence Generation Sep 4, 2019 Abstractive Text Summarization Decoder
Code Code Available Encode, Tag, Realize: High-Precision Text Editing Sep 3, 2019 Abstractive Text Summarization Decoder
Code Code Available Avaya Conversational Intelligence: A Real-Time System for Spoken Language Understanding in Human-Human Call Center Conversations Sep 2, 2019 Abstractive Text Summarization Intent Recognition
— Unverified Personality-dependent Neural Text Summarization Sep 1, 2019 Abstractive Text Summarization Text Generation
— Unverified Towards Adaptive Text Summarization: How Does Compression Rate Affect Summary Readability of L2 Texts? Sep 1, 2019 Abstractive Text Summarization Text Summarization
— Unverified The Impact of Rule-Based Text Generation on the Quality of Abstractive Summaries Sep 1, 2019 Abstractive Text Summarization Informativeness
— Unverified Repurposing Decoder-Transformer Language Models for Abstractive Summarization Sep 1, 2019 Abstractive Text Summarization Decoder
— Unverified Deep Reinforcement Learning with Distributional Semantic Rewards for Abstractive Summarization Aug 31, 2019 Abstractive Text Summarization Deep Reinforcement Learning
— Unverified Denoising based Sequence-to-Sequence Pre-training for Text Generation Aug 22, 2019 Abstractive Text Summarization Decoder
— Unverified Text Summarization with Pretrained Encoders Aug 22, 2019 Abstractive Text Summarization Decoder
Code Code Available Topic Augmented Generator for Abstractive Summarization Aug 19, 2019 Abstractive Text Summarization Decoder
— Unverified Bidirectional Context-Aware Hierarchical Attention Network for Document Understanding Aug 16, 2019 Abstractive Text Summarization document understanding
Code Code Available 