Summarization

ExtraPhrase: Efficient Data Augmentation for Abstractive Summarization NAACL 2022 FactGraph: Evaluating Factuality in Summarization with Semantic Graph Representations NAACL 2022 Factorizing Content and Budget Decisions in Abstractive Summarization of Long Documents EMNLP 2022 FactPEGASUS: Factuality-Aware Pre-training and Fine-tuning for Abstractive Summarization NAACL 2022 Factual Error Correction for Abstractive Summaries Using Entity Retrieval EMNLP 2022 Faithful or Extractive? On Mitigating the Faithfulness-Abstractiveness Trade-off in Abstractive Summarization ACL 2022 Faithful to the Document or to the World? Mitigating Hallucinations via Entity-Linked Knowledge in Abstractive Summarization EMNLP 2022 Falsesum: Generating Document-level NLI Examples for Recognizing Factual Inconsistency in Summarization NAACL 2022 FALTE: A Toolkit for Fine-grained Annotation for Long Text Evaluation EMNLP 2022 Few-shot fine-tuning SOTA summarization models for medical dialogues NAACL 2022 Few-shot Query-Focused Summarization with Prefix-Merging EMNLP 2022 Focus on the Action: Learning to Highlight and Summarize Jointly for Email To-Do Items Summarization ACL 2022 From spoken dialogue to formal summary: An utterance rewriting for dialogue summarization NAACL 2022 GenCompareSum: a hybrid unsupervised summarization method using salience ACL 2022 Generating a Structured Summary of Numerous Academic Papers: Dataset and Method IJCAI 2022 Generating Multiple-Length Summaries via Reinforcement Learning for Unsupervised Sentence Summarization EMNLP 2022 Generation of Patient After-Visit Summaries to Support Physicians COLING 2022 GENIE: Toward Reproducible and Standardized Human Evaluation for Text Generation EMNLP 2022 Graph Enhanced Contrastive Learning for Radiology Findings Summarization ACL 2022 GRETEL: Graph Contrastive Topic Enhanced Language Model for Long Document Extractive Summarization COLING 2022 GRS: Combining Generation and Revision in Unsupervised Sentence Simplification ACL 2022 Guiding Abstractive Dialogue Summarization with Content Planning EMNLP 2022 GUSUM: Graph-based Unsupervised Summarization Using Sentence Features Scoring and Sentence-BERT COLING 2022 Hallucinated but Factual! Inspecting the Factuality of Hallucinations in Abstractive Summarization ACL 2022 Harnessing Abstractive Summarization for Fact-Checked Claim Detection COLING 2022