Enhanced Seq2Seq Autoencoder via Contrastive Learning for Abstractive Text Summarization Aug 26, 2021 Abstractive Text Summarization Contrastive Learning
Code Code Available 5 Sequence Generation with Mixed Representations Jul 11, 2020 Abstractive Text Summarization Diversity
Code Code Available 5 Abstractive Summarization Guided by Latent Hierarchical Document Structure Nov 17, 2022 Abstractive Text Summarization Decoder
Code Code Available 5 Entity-level Factual Consistency of Abstractive Text Summarization Feb 18, 2021 Abstractive Text Summarization Hallucination
Code Code Available 5 SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization Mar 13, 2022 Abstractive Text Summarization Document Summarization
Code Code Available 5 Summarization Programs: Interpretable Abstractive Summarization with Neural Modular Trees Sep 21, 2022 Abstractive Text Summarization Sentence
Code Code Available 5 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 5 Evaluating the Factual Consistency of Abstractive Text Summarization Oct 28, 2019 Abstractive Text Summarization Fact Checking
Code Code Available 5 Evaluating and Improving Factuality in Multimodal Abstractive Summarization Nov 4, 2022 Abstractive Text Summarization Document Summarization
Code Code Available 5 ESRL: Efficient Sampling-based Reinforcement Learning for Sequence Generation Aug 4, 2023 Abstractive Text Summarization Language Modeling
Code Code Available 5 Extractive is not Faithful: An Investigation of Broad Unfaithfulness Problems in Extractive Summarization Sep 8, 2022 Abstractive Text Summarization Extractive Summarization
Code Code Available 5 FactGraph: Evaluating Factuality in Summarization with Semantic Graph Representations Apr 13, 2022 Abstractive Text Summarization ARC
Code Code Available 5 Get To The Point: Summarization with Pointer-Generator Networks Apr 14, 2017 Abstractive Text Summarization Document Summarization
Code Code Available 5 ArgLegalSumm: Improving Abstractive Summarization of Legal Documents with Argument Mining Sep 4, 2022 Abstractive Text Summarization Argument Mining
Code Code Available 5 Factorizing Content and Budget Decisions in Abstractive Summarization of Long Documents May 25, 2022 Abstractive Text Summarization Disentanglement
Code Code Available 5 ARMAN: Pre-training with Semantically Selecting and Reordering of Sentences for Persian Abstractive Summarization Sep 9, 2021 Abstractive Text Summarization Decoder
Code Code Available 5 Factual Consistency Evaluation for Text Summarization via Counterfactual Estimation Aug 30, 2021 Abstractive Text Summarization counterfactual
Code Code Available 5 Factual Error Correction for Abstractive Summarization Models Oct 17, 2020 Abstractive Text Summarization
Code Code Available 5 BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension Oct 29, 2019 Abstractive Text Summarization Decoder
Code Code Available 5 Topic-Guided Abstractive Text Summarization: a Joint Learning Approach Oct 20, 2020 Abstractive Text Summarization Extractive Summarization
Code Code Available 5 Asking and Answering Questions to Evaluate the Factual Consistency of Summaries Apr 8, 2020 Abstractive Text Summarization
Code Code Available 5 A Deep Reinforced Model for Abstractive Summarization May 11, 2017 Abstractive Text Summarization Decoder
Code Code Available 5 A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents Apr 16, 2018 Abstractive Text Summarization Decoder
Code Code Available 5 Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting May 28, 2018 Abstractive Text Summarization Decoder
Code Code Available 5 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 5 FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization May 7, 2020 Abstractive Text Summarization Question Answering
Code Code Available 5 BART-IT: An Efficient Sequence-to-Sequence Model for Italian Text Summarization Dec 27, 2022 Abstractive Text Summarization Text Summarization
Code Code Available 5 DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization Oct 15, 2021 Abstractive Text Summarization Text Summarization
Code Code Available 5 BARTpho: Pre-trained Sequence-to-Sequence Models for Vietnamese Sep 20, 2021 Abstractive Text Summarization Denoising
Code Code Available 5 Balancing Lexical and Semantic Quality in Abstractive Summarization May 17, 2023 Abstractive Text Summarization Re-Ranking
Code Code Available 5 COLO: A Contrastive Learning based Re-ranking Framework for One-Stage Summarization Sep 29, 2022 Abstractive Text Summarization Contrastive Learning
Code Code Available 5 Benchmarking the Generation of Fact Checking Explanations Aug 29, 2023 Abstractive Text Summarization Articles
Code Code Available 5 Better Fine-Tuning by Reducing Representational Collapse Aug 6, 2020 Abstractive Text Summarization Cross-Lingual Natural Language Inference
Code Code Available 5 Generating (Factual?) Narrative Summaries of RCTs: Experiments with Neural Multi-Document Summarization Aug 25, 2020 Abstractive Text Summarization Document Summarization
Code Code Available 5 Abstractive Meeting Summarization: A Survey Aug 8, 2022 Abstractive Dialogue Summarization Abstractive Text Summarization
Code Code Available 5 FREDSum: A Dialogue Summarization Corpus for French Political Debates Dec 8, 2023 Abstractive Text Summarization Decoder
Code Code Available 5 Attention Temperature Matters in Abstractive Summarization Distillation Jun 7, 2021 Abstractive Text Summarization Text Summarization
Code Code Available 5 BookSum: A Collection of Datasets for Long-form Narrative Summarization May 18, 2021 Abstractive Text Summarization Form
Code Code Available 5 How Far are We from Robust Long Abstractive Summarization? Oct 30, 2022 Abstractive Text Summarization
Code Code Available 5 GSum: A General Framework for Guided Neural Abstractive Summarization Oct 15, 2020 Abstractive Text Summarization
Code Code Available 5 HunSum-1: an Abstractive Summarization Dataset for Hungarian Feb 1, 2023 Abstractive Text Summarization Articles
Code Code Available 5 HydraSum: Disentangling Stylistic Features in Text Summarization using Multi-Decoder Models Oct 8, 2021 Abstractive Text Summarization Decoder
Code Code Available 5 Abstractive Summarization of Spoken and Written Instructions with BERT Aug 21, 2020 Abstractive Text Summarization Articles
Code Code Available 5 Constrained Abstractive Summarization: Preserving Factual Consistency with Constrained Generation Oct 24, 2020 Abstractive Text Summarization Keyphrase Extraction
Code Code Available 5 KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection Oct 13, 2023 Abstractive Text Summarization Hallucination
Code Code Available 5 Knowledge Graph-Augmented Abstractive Summarization with Semantic-Driven Cloze Reward May 3, 2020 Abstractive Text Summarization Cloze Test
Code Code Available 5 IOT: Instance-wise Layer Reordering for Transformer Structures Mar 5, 2021 Abstractive Text Summarization Code Generation
Code Code Available 5 Leveraging Locality in Abstractive Text Summarization May 25, 2022 Abstractive Text Summarization Text Generation
Code Code Available 5 Controlling Conditional Language Models without Catastrophic Forgetting Dec 1, 2021 Abstractive Text Summarization Code Generation
Code Code Available 5 Long Text and Multi-Table Summarization: Dataset and Method Feb 8, 2023 Abstractive Text Summarization Document Summarization
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