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Summarization

1599 directly classified papers

Papers per year

Papers

An Exploration of Post-Editing Effectiveness in Text Summarization NAACL 2022
FactPEGASUS: Factuality-Aware Pre-training and Fine-tuning for Abstractive Summarization NAACL 2022
BRIO: Bringing Order to Abstractive Summarization ACL 2022
SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization ACL 2022
SQuALITY: Building a Long-Document Summarization Dataset the Hard Way EMNLP 2022
Moving beyond word lists: towards abstractive topic labels for human-like topics of scientific documents AACL 2022
Educational Question Generation of Children Storybooks via Question Type Distribution Learning and Event-centric Summarization ACL 2022
Analyzing the Dialect Diversity in Multi-document Summaries COLING 2022
Leveraging Key Information Modeling to Improve Less-Data Constrained News Headline Generation via Duality Fine-Tuning AACL 2022
Hierarchical Heterogeneous Graph Attention Network for Syntax-Aware Summarization AAAI 2022
IndicBART: A Pre-trained Model for Indic Natural Language Generation ACL 2022
Should We Trust This Summary? Bayesian Abstractive Summarization to The Rescue ACL 2022
Topic-aware Multimodal Summarization AACL 2022
PosterBot: A System for Generating Posters of Scientific Papers with Neural Models AAAI 2022
MSAMSum: Towards Benchmarking Multi-lingual Dialogue Summarization ACL 2022
Automatically Discarding Straplines to Improve Data Quality for Abstractive News Summarization ACL 2022
Improving Multi-Document Summarization through Referenced Flexible Extraction with Credit-Awareness NAACL 2022
CREATIVESUMM: Shared Task on Automatic Summarization for Creative Writing COLING 2022
Optimal Summaries for Enabling a Smooth Handover in Chat-Oriented Dialogue IJCNLP 2022
DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization AAAI 2022
InfoLM: A New Metric to Evaluate Summarization & Data2Text Generation AAAI 2022
Proposition-Level Clustering for Multi-Document Summarization NAACL 2022
DOC2PPT: Automatic Presentation Slides Generation from Scientific Documents AAAI 2022
Extending Multi-Text Sentence Fusion Resources via Pyramid Annotations NAACL 2022
From spoken dialogue to formal summary: An utterance rewriting for dialogue summarization NAACL 2022