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Extractive Document Summarization

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TitleStatusHype
Fine-tune BERT for Extractive SummarizationCode1
Unsupervised Extractive Summarization by Pre-training Hierarchical TransformersCode1
AREDSUM: Adaptive Redundancy-Aware Iterative Sentence Ranking for Extractive Document SummarizationCode1
Text Summarization with Pretrained EncodersCode1
Heterogeneous Graph Neural Networks for Extractive Document SummarizationCode1
GUSUM: Graph-based Unsupervised Summarization Using Sentence Features Scoring and Sentence-BERTCode0
DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document SummarizationCode0
DiMSum: Distributed and Multilingual Summarization of Financial NarrativesCode0
Document Modeling with External Attention for Sentence ExtractionCode0
GoSum: Extractive Summarization of Long Documents by Reinforcement Learning and Graph Organized discourse stateCode0
Neural Document Summarization by Jointly Learning to Score and Select SentencesCode0
TAP-DLND 1.0 : A Corpus for Document Level Novelty DetectionCode0
An Exploitation of Heterogeneous Graph Neural Network for Extractive Long Document Summarization—0
GUSUM: Graph-Based Unsupervised Summarization using Sentence-BERT and Sentence Features—0
A Hierarchical Structured Self-Attentive Model for Extractive Document Summarization (HSSAS)—0
HeterGraphLongSum: Heterogeneous Graph Neural Network with Passage Aggregation for Extractive Long Document Summarization—0
Centrality Meets Centroid: A Graph-based Approach for Unsupervised Document Summarization—0
Investigating Entropy for Extractive Document Summarization—0
Language Model Pre-training for Hierarchical Document Representations—0
Learning with fuzzy hypergraphs: a topical approach to query-oriented text summarization—0
Multi-layered graph-based multi-document summarization model—0
At Which Level Should We Extract? An Empirical Analysis on Extractive Document Summarization—0
Neural Latent Extractive Document Summarization—0
Combining Word Embeddings and N-grams for Unsupervised Document Summarization—0
Revisiting the Centroid-based Method: A Strong Baseline for Multi-Document Summarization—0
Revisiting the Centroid-based Method: A Strong Baseline for Multi-Document Summarization—0
Sparse Optimization for Unsupervised Extractive Summarization of Long Documents with the Frank-Wolfe Algorithm—0
Extractive Multi Document Summarization using Dynamical Measurements of Complex Networks—0
Classify or Select: Neural Architectures for Extractive Document Summarization—0
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