Neural Abstractive Text Summarization with Sequence-to-Sequence Models Dec 5, 2018 Abstractive Text Summarization Language Modeling
Code Code Available Neural Abstractive Unsupervised Summarization of Online News Discussions Jun 7, 2021 Abstractive Text Summarization Unsupervised Text Summarization
Code Code Available Abstractive Summarization Guided by Latent Hierarchical Document Structure Nov 17, 2022 Abstractive Text Summarization Decoder
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 Deep Reinforcement Learning For Sequence to Sequence Models May 24, 2018 Abstractive Text Summarization Caption Generation
Code Code Available PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization Oct 16, 2021 Abstractive Text Summarization Decoder
Code Code Available Q-learning with Language Model for Edit-based Unsupervised Summarization Oct 9, 2020 Abstractive Text Summarization Decoder
Code Code Available R-Drop: Regularized Dropout for Neural Networks Jun 28, 2021 Abstractive Text Summarization image-classification
Code Code Available Constrained Abstractive Summarization: Preserving Factual Consistency with Constrained Generation Oct 24, 2020 Abstractive Text Summarization Keyphrase Extraction
Code Code Available Salience Allocation as Guidance for Abstractive Summarization Oct 22, 2022 Abstractive Text Summarization Articles
Code Code Available Subformer: Exploring Weight Sharing for Parameter Efficiency in Generative Transformers Jan 1, 2021 Abstractive Text Summarization Language Modeling
Code Code Available Summaformers @ LaySumm 20, LongSumm 20 Jan 10, 2021 Abstractive Text Summarization Feature Engineering
Code Code Available Summarization Programs: Interpretable Abstractive Summarization with Neural Modular Trees Sep 21, 2022 Abstractive Text Summarization Sentence
Code Code Available ArgLegalSumm: Improving Abstractive Summarization of Legal Documents with Argument Mining Sep 4, 2022 Abstractive Text Summarization Argument Mining
Code Code Available Control Prefixes for Parameter-Efficient Text Generation Oct 15, 2021 Abstractive Text Summarization Attribute
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 SummVis: Interactive Visual Analysis of Models, Data, and Evaluation for Text Summarization Apr 15, 2021 Abstractive Text Summarization Text Summarization
Code Code Available Synthesizer: Rethinking Self-Attention in Transformer Models May 2, 2020 Abstractive Text Summarization Dialogue Generation
Code Code Available Clinfo.ai: An Open-Source Retrieval-Augmented Large Language Model System for Answering Medical Questions using Scientific Literature Oct 24, 2023 Abstractive Text Summarization Information Retrieval
Code Code Available The Factual Inconsistency Problem in Abstractive Text Summarization: A Survey Apr 30, 2021 Abstractive Text Summarization Decoder
Code Code Available Asking and Answering Questions to Evaluate the Factual Consistency of Summaries Apr 8, 2020 Abstractive Text Summarization
Code Code Available A Deep Reinforced Model for Abstractive Summarization May 11, 2017 Abstractive Text Summarization Decoder
Code Code Available A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents Apr 16, 2018 Abstractive Text Summarization Decoder
Code Code Available Towards Abstractive Grounded Summarization of Podcast Transcripts Mar 22, 2022 Abstractive Text Summarization
Code Code Available Towards Improving Faithfulness in Abstractive Summarization Oct 4, 2022 Abstractive Text Summarization Decoder
Code Code Available Towards Making the Most of Cross-Lingual Transfer for Zero-Shot Neural Machine Translation May 1, 2022 Abstractive Text Summarization Cross-Lingual Abstractive Summarization
Code Code Available Balancing Lexical and Semantic Quality in Abstractive Summarization May 17, 2023 Abstractive Text Summarization Re-Ranking
Code Code Available COLO: A Contrastive Learning based Re-ranking Framework for One-Stage Summarization Sep 29, 2022 Abstractive Text Summarization Contrastive Learning
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 Controlling Conditional Language Models without Catastrophic Forgetting Dec 1, 2021 Abstractive Text Summarization Code Generation
Code Code Available Detecting Hallucinated Content in Conditional Neural Sequence Generation Nov 5, 2020 Abstractive Text Summarization Hallucination
Code Code Available Correcting Diverse Factual Errors in Abstractive Summarization via Post-Editing and Language Model Infilling Oct 22, 2022 Abstractive Text Summarization Language Modeling
Code Code Available Cross-Lingual Abstractive Summarization with Limited Parallel Resources May 28, 2021 Abstractive Text Summarization Cross-Lingual Abstractive Summarization
Code Code Available CrossSum: Beyond English-Centric Cross-Lingual Summarization for 1,500+ Language Pairs Dec 16, 2021 Abstractive Text Summarization Articles
Code Code Available Abstractive Meeting Summarization: A Survey Aug 8, 2022 Abstractive Dialogue Summarization Abstractive Text Summarization
Code Code Available FactGraph: Evaluating Factuality in Summarization with Semantic Graph Representations Apr 13, 2022 Abstractive Text Summarization ARC
Code Code Available Attention Temperature Matters in Abstractive Summarization Distillation Jun 7, 2021 Abstractive Text Summarization Text Summarization
Code Code Available DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization Oct 15, 2021 Abstractive Text Summarization Text Summarization
Code Code Available Enhanced Seq2Seq Autoencoder via Contrastive Learning for Abstractive Text Summarization Aug 26, 2021 Abstractive Text Summarization Contrastive Learning
Code Code Available Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization Jun 2, 2021 Abstractive Text Summarization
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 ESRL: Efficient Sampling-based Reinforcement Learning for Sequence Generation Aug 4, 2023 Abstractive Text Summarization Language Modeling
Code Code Available Abstractive Summarization of Spoken and Written Instructions with BERT Aug 21, 2020 Abstractive Text Summarization Articles
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 BART-IT: An Efficient Sequence-to-Sequence Model for Italian Text Summarization Dec 27, 2022 Abstractive Text Summarization Text Summarization
Code Code Available Benchmarking the Generation of Fact Checking Explanations Aug 29, 2023 Abstractive Text Summarization Articles
Code Code Available FactPEGASUS: Factuality-Aware Pre-training and Fine-tuning for Abstractive Summarization May 16, 2022 Abstractive Text Summarization Contrastive Learning
Code Code Available Factual Consistency Evaluation for Text Summarization via Counterfactual Estimation Aug 30, 2021 Abstractive Text Summarization counterfactual
Code Code Available Fair Abstractive Summarization of Diverse Perspectives Nov 14, 2023 Abstractive Text Summarization Fairness
Code Code Available Get To The Point: Summarization with Pointer-Generator Networks Apr 14, 2017 Abstractive Text Summarization Document Summarization
Code Code Available 