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extractive summarization

310 papers

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Co-occurring keywords

text summarization (889) abstractive summarization (631) document summarization (139) unsupervised learning (3255) multi-document summarization (160) neural network (6616) sentence extraction (36) text generation (2903) graph neural network (3945) scientific document (90)

Papers

Single Document Summarization as Tree Induction NAACL 2019
A Novel System for Extractive Clinical Note Summarization using EHR Data NAACL 2019
Jointly Extracting and Compressing Documents with Summary State Representations NAACL 2019
Guiding Extractive Summarization with Question-Answering Rewards NAACL 2019
Searching for Effective Neural Extractive Summarization: What Works and What’s Next ACL 2019
STRASS: A Light and Effective Method for Extractive Summarization Based on Sentence Embeddings ACL 2019
Self-Supervised Learning for Contextualized Extractive Summarization ACL 2019
Neural Extractive Text Summarization with Syntactic Compression EMNLP 2019
Text Summarization with Pretrained Encoders EMNLP 2019
Extractive Summarization of Long Documents by Combining Global and Local Context EMNLP 2019
Comparative Document Summarisation via Classification AAAI 2019
DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization AAAI 2019
Answering while Summarizing: Multi-task Learning for Multi-hop QA with Evidence Extraction ACL 2019
HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization ACL 2019
Multi-Document Summarization with Determinantal Point Processes and Contextualized Representations EMNLP 2019
Extractive NarrativeQA with Heuristic Pre-Training EMNLP 2019
BillSum: A Corpus for Automatic Summarization of US Legislation EMNLP 2019
Ranking Sentences for Extractive Summarization with Reinforcement Learning NAACL 2018
Automatic Pyramid Evaluation Exploiting EDU-based Extractive Reference Summaries EMNLP 2018
On the Abstractiveness of Neural Document Summarization EMNLP 2018
Ontology-Based Retrieval & Neural Approaches for BioASQ Ideal Answer Generation EMNLP 2018
Iterative Document Representation Learning Towards Summarization with Polishing EMNLP 2018
Reinforced Extractive Summarization with Question-Focused Rewards ACL 2018
Adapting the Neural Encoder-Decoder Framework from Single to Multi-Document Summarization EMNLP 2018
Neural Document Summarization by Jointly Learning to Score and Select Sentences ACL 2018