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Summarization

1599 directly classified papers

Papers per year

Papers

Towards Summarizing Healthcare Questions in Low-Resource Setting COLING 2022
Harnessing Abstractive Summarization for Fact-Checked Claim Detection COLING 2022
Summarizing Patients’ Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models COLING 2022
LipKey: A Large-Scale News Dataset for Absent Keyphrases Generation and Abstractive Summarization COLING 2022
Sparsifying Transformer Models with Trainable Representation Pooling ACL 2022
SummVD : An efficient approach for unsupervised topic-based text summarization AACL 2022
A Variational Hierarchical Model for Neural Cross-Lingual Summarization ACL 2022
Towards Abstractive Grounded Summarization of Podcast Transcripts ACL 2022
Semantic-Preserving Abstractive Text Summarization with Siamese Generative Adversarial Net NAACL 2022
Multi Perspective Scientific Document Summarization With Graph Attention Networks (GATS) COLING 2022
Overview of MSLR2022: A Shared Task on Multi-document Summarization for Literature Reviews COLING 2022
RoMe: A Robust Metric for Evaluating Natural Language Generation ACL 2022
Improving Abstractive Dialogue Summarization with Speaker-Aware Supervised Contrastive Learning COLING 2022
An Efficient Coarse-to-Fine Facet-Aware Unsupervised Summarization Framework Based on Semantic Blocks COLING 2022
Summarize, Outline, and Elaborate: Long-Text Generation via Hierarchical Supervision from Extractive Summaries COLING 2022
Controlled Text Reduction EMNLP 2022
Factorizing Content and Budget Decisions in Abstractive Summarization of Long Documents EMNLP 2022
Towards Summary Candidates Fusion EMNLP 2022
Unsupervised Opinion Summarisation in the Wasserstein Space EMNLP 2022
Evaluating and Improving Factuality in Multimodal Abstractive Summarization EMNLP 2022
A Hybrid Approach to Cross-lingual Product Review Summarization EMNLP 2022
Generating Multiple-Length Summaries via Reinforcement Learning for Unsupervised Sentence Summarization EMNLP 2022
Guiding Abstractive Dialogue Summarization with Content Planning EMNLP 2022
Learning From the Source Document: Unsupervised Abstractive Summarization EMNLP 2022
BOOKSUM: A Collection of Datasets for Long-form Narrative Summarization EMNLP 2022