TVStoryGen: A Dataset for Generating Stories with Character Descriptions Sep 18, 2021 Abstractive Text Summarization Story Generation
Code Code Available ARMAN: Pre-training with Semantically Selecting and Reordering of Sentences for Persian Abstractive Summarization Sep 9, 2021 Abstractive Text Summarization Decoder
Code Code Available Sequence Level Contrastive Learning for Text Summarization Sep 8, 2021 Abstractive Text Summarization Contrastive Learning
Code Code Available Vision Guided Generative Pre-trained Language Models for Multimodal Abstractive Summarization Sep 6, 2021 Abstractive Text Summarization Text Generation
Code Code Available Faithful or Extractive? On Mitigating the Faithfulness-Abstractiveness Trade-off in Abstractive Summarization Aug 31, 2021 Abstractive Text Summarization
Code Code Available Factual Consistency Evaluation for Text Summarization via Counterfactual Estimation Aug 30, 2021 Abstractive Text Summarization counterfactual
Code Code Available Hallucinated but Factual! Inspecting the Factuality of Hallucinations in Abstractive Summarization Aug 30, 2021 Abstractive Text Summarization Reinforcement Learning (RL)
Code Code Available Enhanced Seq2Seq Autoencoder via Contrastive Learning for Abstractive Text Summarization Aug 26, 2021 Abstractive Text Summarization Contrastive Learning
Code Code Available Alleviating Exposure Bias via Contrastive Learning for Abstractive Text Summarization Aug 26, 2021 Abstractive Text Summarization Contrastive Learning
Code Code Available EmailSum: Abstractive Email Thread Summarization Jul 30, 2021 Abstractive Text Summarization Email Thread Summarization
Code Code Available R-Drop: Regularized Dropout for Neural Networks Jun 28, 2021 Abstractive Text Summarization image-classification
Code Code Available XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages Jun 25, 2021 Abstractive Text Summarization Text Summarization
Code Code Available Neural Abstractive Unsupervised Summarization of Online News Discussions Jun 7, 2021 Abstractive Text Summarization Unsupervised Text Summarization
Code Code Available Attention Temperature Matters in Abstractive Summarization Distillation Jun 7, 2021 Abstractive Text Summarization Text Summarization
Code Code Available SimCLS: A Simple Framework for Contrastive Learning of Abstractive Summarization Jun 3, 2021 Abstractive Text Summarization Contrastive Learning
Code Code Available Dissecting Generation Modes for Abstractive Summarization Models via Ablation and Attribution Jun 3, 2021 Abstractive Text Summarization Decoder
Code Code Available Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization Jun 2, 2021 Abstractive Text Summarization
Code Code Available ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive Summarization with Argument Mining Jun 1, 2021 Abstractive Text Summarization Argument Mining
Code Code Available Cross-Lingual Abstractive Summarization with Limited Parallel Resources May 28, 2021 Abstractive Text Summarization Cross-Lingual Abstractive Summarization
Code Code Available BookSum: A Collection of Datasets for Long-form Narrative Summarization May 18, 2021 Abstractive Text Summarization Form
Code Code Available The Summary Loop: Learning to Write Abstractive Summaries Without Examples May 11, 2021 Abstractive Text Summarization News Summarization
Code Code Available Improving Factual Consistency of Abstractive Summarization via Question Answering May 10, 2021 Abstractive Text Summarization Question Answering
Code Code Available Long-Span Summarization via Local Attention and Content Selection May 8, 2021 Abstractive Text Summarization Document Summarization
Code Code Available The Factual Inconsistency Problem in Abstractive Text Summarization: A Survey Apr 30, 2021 Abstractive Text Summarization Decoder
Code Code Available Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality Metrics Apr 27, 2021 Abstractive Text Summarization
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