s2s-ft: Fine-Tuning Pretrained Transformer Encoders for Sequence-to-Sequence Learning Oct 26, 2021 Abstractive Text Summarization Question Generation
— Unverified 0Learning Rich Representation of Keyphrases from Text Oct 16, 2021 Abstractive Text Summarization Keyphrase Extraction
— Unverified 0Hallucinated but Factual! Inspecting the Factuality of Hallucinations in Abstractive Summarization Oct 16, 2021 Abstractive Text Summarization Reinforcement Learning (RL)
— Unverified 0Should We Trust This Summary? Bayesian Abstractive Summarization to The Rescue Oct 16, 2021 Abstractive Text Summarization Active Learning
— Unverified 0ODE Transformer: An Ordinary Differential Equation-Inspired Model for Sequence Generation Oct 16, 2021 Abstractive Text Summarization Machine Translation
— Unverified 0Attention Temperature Matters in Abstractive Summarization Distillation Oct 16, 2021 Abstractive Text Summarization Text Summarization
— Unverified 0Faithful or Extractive? On Mitigating the Faithfulness-Abstractiveness Trade-off in Abstractive Summarization Oct 16, 2021 Abstractive Text Summarization
— Unverified 0Modeling Endorsement for Multi-Document Abstractive Summarization Oct 15, 2021 Abstractive Text Summarization Decoder
Code Code Available 0CaPE: Contrastive Parameter Ensembling for Reducing Hallucination in Abstractive Summarization Oct 14, 2021 Abstractive Text Summarization ARC
— Unverified 0Enhance Long Text Understanding via Distilled Gist Detector from Abstractive Summarization Oct 10, 2021 Abstractive Text Summarization Document Classification
— Unverified 0VieSum: How Robust Are Transformer-based Models on Vietnamese Summarization? Oct 8, 2021 Abstractive Text Summarization Decoder
— Unverified 0DictFormer: Tiny Transformer with Shared Dictionary Sep 29, 2021 Abstractive Text Summarization Language Modeling
— Unverified 0HydraSum - Disentangling Stylistic Features in Text Summarization using Multi-Decoder Models Sep 29, 2021 Abstractive Text Summarization Decoder
— Unverified 0Enriching and Controlling Global Semantics for Text Summarization Sep 22, 2021 Abstractive Text Summarization Text Generation
— Unverified 0Recursively Summarizing Books with Human Feedback Sep 22, 2021 Abstractive Text Summarization Question Answering
— Unverified 0CLIFF: Contrastive Learning for Improving Faithfulness and Factuality in Abstractive Summarization Sep 19, 2021 Abstractive Text Summarization Articles
Code Code Available 0Mitigating Data Scarceness through Data Synthesis, Augmentation and Curriculum for Abstractive Summarization Sep 17, 2021 Abstractive Text Summarization Data Augmentation
— Unverified 0Measuring Factual Consistency of Abstractive Summaries Sep 17, 2021 Abstractive Text Summarization Re-Ranking
— Unverified 0Exploring Multitask Learning for Low-Resource AbstractiveSummarization Sep 17, 2021 Abstractive Text Summarization Extractive Summarization
— Unverified 0RetrievalSum: A Retrieval Enhanced Framework for Abstractive Summarization Sep 16, 2021 Abstractive Text Summarization Retrieval
— Unverified 0UniMS: A Unified Framework for Multimodal Summarization with Knowledge Distillation Sep 13, 2021 Abstractive Text Summarization Decoder
— Unverified 0Augmented Abstractive Summarization With Document-LevelSemantic Graph Sep 13, 2021 Abstractive Text Summarization Decoder
— Unverified 0Sparsity and Sentence Structure in Encoder-Decoder Attention of Summarization Systems Sep 8, 2021 Abstractive Text Summarization Decoder
— Unverified 0On Reducing Repetition in Abstractive Summarization Sep 1, 2021 Abstractive Text Summarization Informativeness
— Unverified 0Monitoring Fact Preservation, Grammatical Consistency and Ethical Behavior of Abstractive Summarization Neural Models Sep 1, 2021 Abstractive Text Summarization Fact Checking
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