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
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