PartialFormer: Modeling Part Instead of Whole for Machine Translation Oct 23, 2023 Abstractive Text Summarization Machine Translation
Code Code Available Correction with Backtracking Reduces Hallucination in Summarization Oct 24, 2023 Abstractive Text Summarization Hallucination
Code Code Available IMPROVING ABSTRACTIVE SUMMARIZATION WITH SEGMENT-AUGMENTED AND POSITION-AWARENESS (ACLing2021) Jun 1, 2021 Abstractive Text Summarization Position
Code Code Available Improving abstractive summarization with energy-based re-ranking Oct 27, 2022 Abstractive Text Summarization Re-Ranking
Code Code Available CoP: Factual Inconsistency Detection by Controlling the Preference Dec 3, 2022 Abstractive Text Summarization
Code Code Available Flight of the PEGASUS? Comparing Transformers on Few-shot and Zero-shot Multi-document Abstractive Summarization Dec 1, 2020 Abstractive Text Summarization Document Summarization
Code Code Available Unsupervised Opinion Summarization as Copycat-Review Generation Nov 6, 2019 Abstractive Text Summarization Opinion Summarization
Code Code Available Improving Factual Error Correction for Abstractive Summarization via Data Distillation and Conditional-generation Cloze Feb 13, 2024 Abstractive Text Summarization
Code Code Available Improving Factuality of Abstractive Summarization without Sacrificing Summary Quality May 24, 2023 Abstractive Text Summarization Contrastive Learning
Code Code Available PersonalSum: A User-Subjective Guided Personalized Summarization Dataset for Large Language Models Oct 4, 2024 Abstractive Text Summarization Articles
Code Code Available Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization May 13, 2018 Abstractive Text Summarization Text Summarization
Code Code Available Summary Refinement through Denoising Jul 25, 2019 Abstractive Text Summarization Denoising
Code Code Available Positional Encoding to Control Output Sequence Length Apr 16, 2019 Abstractive Text Summarization Decoder
Code Code Available Power-Law Decay Loss for Large Language Model Finetuning: Focusing on Information Sparsity to Enhance Generation Quality May 22, 2025 Abstractive Text Summarization Informativeness
Code Code Available Pragmatically Informative Text Generation Apr 2, 2019 Abstractive Text Summarization Conditional Text Generation
Code Code Available A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss Jul 5, 2018 Abstractive Text Summarization Sentence
Code Code Available Summ^N: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents Nov 16, 2021 Abstractive Text Summarization Document Summarization
Code Code Available Pretraining-Based Natural Language Generation for Text Summarization Feb 25, 2019 Abstractive Text Summarization Decoder
Code Code Available Controlling the Focus of Pretrained Language Generation Models Mar 2, 2022 Abstractive Text Summarization Response Generation
Code Code Available Improving Summarization with Human Edits Oct 9, 2023 Abstractive Text Summarization
Code Code Available A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss May 16, 2018 Abstractive Text Summarization Sentence
Code Code Available Global-aware Beam Search for Neural Abstractive Summarization Sep 15, 2020 Abstractive Text Summarization Document Summarization
Code Code Available AMRFact: Enhancing Summarization Factuality Evaluation with AMR-Driven Negative Samples Generation Nov 16, 2023 Abstractive Text Summarization Natural Language Inference
Code Code Available PROM: A Phrase-level Copying Mechanism with Pre-training for Abstractive Summarization May 11, 2023 Abstractive Text Summarization
Code Code Available Improving Truthfulness of Headline Generation May 2, 2020 Abstractive Text Summarization Decoder
Code Code Available 