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document summarization

139 papers

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Co-occurring keywords

extractive summarization (310) text summarization (889) abstractive summarization (631) text generation (2903) scientific document (90) long document (79) neural network (6616) sentence extraction (36) unsupervised learning (3255) information retrieval (1493)

Papers

Enhancing Scientific Papers Summarization with Citation Graph AAAI 2021
Efficient Attentions for Long Document Summarization NAACL 2021
Long-Span Summarization via Local Attention and Content Selection ACL 2021
Hie-BART: Document Summarization with Hierarchical BART NAACL 2021
On Training Instance Selection for Few-Shot Neural Text Generation IJCNLP 2021
ReadOnce Transformers: Reusable Representations of Text for Transformers ACL 2021
Leveraging Information Bottleneck for Scientific Document Summarization EMNLP 2021
Unsupervised Extractive Summarization by Pre-training Hierarchical Transformers EMNLP 2020
Understanding Points of Correspondence between Sentences for Abstractive Summarization ACL 2020
Document Summarization with VHTM: Variational Hierarchical Topic-Aware Mechanism AAAI 2020
Learning to Select Bi-Aspect Information for Document-Scale Text Content Manipulation AAAI 2020
Heterogeneous Graph Neural Networks for Extractive Document Summarization ACL 2020
IITP-AI-NLP-ML@ CL-SciSumm 2020, CL-LaySumm 2020, LongSumm 2020 EMNLP 2020
Overview of the First Workshop on Scholarly Document Processing (SDP) EMNLP 2020
Sparse Optimization for Unsupervised Extractive Summarization of Long Documents with the Frank-Wolfe Algorithm EMNLP 2020
CIST@CL-SciSumm 2020, LongSumm 2020: Automatic Scientific Document Summarization EMNLP 2020
Extractive Summarization as Text Matching ACL 2020
Systematically Exploring Redundancy Reduction in Summarizing Long Documents AACL 2020
Pre-training for Abstractive Document Summarization by Reinstating Source Text EMNLP 2020
TLDR: Extreme Summarization of Scientific Documents EMNLP 2020
On Extractive and Abstractive Neural Document Summarization with Transformer Language Models EMNLP 2020
Overview and Insights from the Shared Tasks at Scholarly Document Processing 2020: CL-SciSumm, LaySumm and LongSumm EMNLP 2020
ARTU / TU Wien and Artificial Researcher@ LongSumm 20 EMNLP 2020
Summaformers @ LaySumm 20, LongSumm 20 EMNLP 2020
GUIR @ LongSumm 2020: Learning to Generate Long Summaries from Scientific Documents EMNLP 2020