MT6: Multilingual Pretrained Text-to-Text Transformer with Translation Pairs Apr 18, 2021 Abstractive Text Summarization Machine Translation
Code Code Available Q^2: Evaluating Factual Consistency in Knowledge-Grounded Dialogues via Question Generation and Question Answering Apr 16, 2021 Abstractive Text Summarization Dialogue Evaluation
Code Code Available SummVis: Interactive Visual Analysis of Models, Data, and Evaluation for Text Summarization Apr 15, 2021 Abstractive Text Summarization Text Summarization
Code Code Available SummScreen: A Dataset for Abstractive Screenplay Summarization Apr 14, 2021 Abstractive Text Summarization
Code Code Available Annotating and Modeling Fine-grained Factuality in Summarization Apr 9, 2021 Abstractive Text Summarization Sentence
Code Code Available Mask Attention Networks: Rethinking and Strengthen Transformer Mar 25, 2021 Abstractive Text Summarization Machine Translation
Code Code Available AdaptSum: Towards Low-Resource Domain Adaptation for Abstractive Summarization Mar 21, 2021 Abstractive Text Summarization Domain Adaptation
Code Code Available IOT: Instance-wise Layer Reordering for Transformer Structures Mar 5, 2021 Abstractive Text Summarization Code Generation
Code Code Available Entity-level Factual Consistency of Abstractive Text Summarization Feb 18, 2021 Abstractive Text Summarization Hallucination
Code Code Available Meta-Transfer Learning for Low-Resource Abstractive Summarization Feb 18, 2021 Abstractive Text Summarization Transfer Learning
Code Code Available Summaformers @ LaySumm 20, LongSumm 20 Jan 10, 2021 Abstractive Text Summarization Feature Engineering
Code Code Available Subformer: Exploring Weight Sharing for Parameter Efficiency in Generative Transformers Jan 1, 2021 Abstractive Text Summarization Language Modeling
Code Code Available Leveraging ParsBERT and Pretrained mT5 for Persian Abstractive Text Summarization Dec 21, 2020 Abstractive Text Summarization Decoder
Code Code Available Unsupervised Opinion Summarization with Content Planning Dec 14, 2020 Abstractive Text Summarization Opinion Summarization
Code Code Available DebateSum: A large-scale argument mining and summarization dataset Nov 14, 2020 Abstractive Text Summarization Argument Mining
Code Code Available Detecting Hallucinated Content in Conditional Neural Sequence Generation Nov 5, 2020 Abstractive Text Summarization Hallucination
Code Code Available Liputan6: A Large-scale Indonesian Dataset for Text Summarization Nov 2, 2020 Abstractive Text Summarization Articles
Code Code Available Constrained Abstractive Summarization: Preserving Factual Consistency with Constrained Generation Oct 24, 2020 Abstractive Text Summarization Keyphrase Extraction
Code Code Available Topic-Guided Abstractive Text Summarization: a Joint Learning Approach Oct 20, 2020 Abstractive Text Summarization Extractive Summarization
Code Code Available Factual Error Correction for Abstractive Summarization Models Oct 17, 2020 Abstractive Text Summarization
Code Code Available Understanding Neural Abstractive Summarization Models via Uncertainty Oct 15, 2020 Abstractive Text Summarization Decoder
Code Code Available GSum: A General Framework for Guided Neural Abstractive Summarization Oct 15, 2020 Abstractive Text Summarization
Code Code Available MAST: Multimodal Abstractive Summarization with Trimodal Hierarchical Attention Oct 15, 2020 Abstractive Text Summarization Multimodal Abstractive Text Summarization
Code Code Available Summarizing Text on Any Aspects: A Knowledge-Informed Weakly-Supervised Approach Oct 14, 2020 Abstractive Text Summarization
Code Code Available Q-learning with Language Model for Edit-based Unsupervised Summarization Oct 9, 2020 Abstractive Text Summarization Decoder
Code Code Available 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
Code Code Available 