WikiLingua: A New Benchmark Dataset for Cross-Lingual Abstractive Summarization Oct 7, 2020 Abstractive Text Summarization Cross-Lingual Abstractive Summarization
Code Code Available Generating (Factual?) Narrative Summaries of RCTs: Experiments with Neural Multi-Document Summarization Aug 25, 2020 Abstractive Text Summarization Document Summarization
Code Code Available Abstractive Summarization of Spoken and Written Instructions with BERT Aug 21, 2020 Abstractive Text Summarization Articles
Code Code Available Better Fine-Tuning by Reducing Representational Collapse Aug 6, 2020 Abstractive Text Summarization Cross-Lingual Natural Language Inference
Code Code Available Sequence Generation with Mixed Representations Jul 11, 2020 Abstractive Text Summarization Diversity
Code Code Available Understanding Points of Correspondence between Sentences for Abstractive Summarization Jun 10, 2020 Abstractive Text Summarization coreference-resolution
Code Code Available FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization May 7, 2020 Abstractive Text Summarization Question Answering
Code Code Available Knowledge Graph-Augmented Abstractive Summarization with Semantic-Driven Cloze Reward May 3, 2020 Abstractive Text Summarization Cloze Test
Code Code Available On Faithfulness and Factuality in Abstractive Summarization May 2, 2020 Abstractive Text Summarization Document Summarization
Code Code Available Synthesizer: Rethinking Self-Attention in Transformer Models May 2, 2020 Abstractive Text Summarization Dialogue Generation
Code Code Available TLDR: Extreme Summarization of Scientific Documents Apr 30, 2020 Abstractive Text Summarization Extreme Summarization
Code Code Available Lite Transformer with Long-Short Range Attention Apr 24, 2020 Abstractive Text Summarization AutoML
Code Code Available Unsupervised Opinion Summarization with Noising and Denoising Apr 21, 2020 Abstractive Text Summarization Denoising
Code Code Available PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned Generation Apr 14, 2020 Abstractive Text Summarization Conversational Response Generation
Code Code Available Asking and Answering Questions to Evaluate the Factual Consistency of Summaries Apr 8, 2020 Abstractive Text Summarization
Code Code Available A Hierarchical Network for Abstractive Meeting Summarization with Cross-Domain Pretraining Apr 4, 2020 Abstractive Text Summarization Articles
Code Code Available UniLMv2: Pseudo-Masked Language Models for Unified Language Model Pre-Training Feb 28, 2020 Abstractive Text Summarization Decoder
Code Code Available Learning by Semantic Similarity Makes Abstractive Summarization Better Feb 18, 2020 Abstractive Text Summarization Semantic Similarity
Code Code Available 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 ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-training Jan 13, 2020 Abstractive Text Summarization Prediction
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 BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension Oct 29, 2019 Abstractive Text Summarization Decoder
Code Code Available Evaluating the Factual Consistency of Abstractive Text Summarization Oct 28, 2019 Abstractive Text Summarization Fact Checking
Code Code Available Cross-Lingual Natural Language Generation via Pre-Training Sep 23, 2019 Abstractive Text Summarization Cross-Lingual Transfer
Code Code Available Text Summarization with Pretrained Encoders Aug 22, 2019 Abstractive Text Summarization Decoder
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