| Reading Like HER: Human Reading Inspired Extractive Summarization | Nov 1, 2019 | Decision MakingExtractive Summarization | CodeCode Available | 0 |
| Discourse-Aware Neural Extractive Text Summarization | Oct 30, 2019 | Extractive Text SummarizationSentence | CodeCode Available | 0 |
| Summary Level Training of Sentence Rewriting for Abstractive Summarization | Sep 19, 2019 | Abstractive Text SummarizationExtractive Text Summarization | —Unverified | 0 |
| A topic-based sentence representation for extractive text summarization | Sep 1, 2019 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| A study of semantic augmentation of word embeddings for extractive summarization | Sep 1, 2019 | ClusteringDimensionality Reduction | —Unverified | 0 |
| Exploring Domain Shift in Extractive Text Summarization | Aug 30, 2019 | Extractive Text SummarizationMeta-Learning | —Unverified | 0 |
| Text Summarization with Pretrained Encoders | Aug 22, 2019 | Abstractive Text SummarizationDecoder | CodeCode Available | 1 |
| STRASS: A Light and Effective Method for Extractive Summarization Based on Sentence Embeddings | Jul 16, 2019 | CPUDocument Embedding | CodeCode Available | 0 |
| Searching for Effective Neural Extractive Summarization: What Works and What's Next | Jul 8, 2019 | Extractive SummarizationExtractive Text Summarization | CodeCode Available | 0 |
| Learning with fuzzy hypergraphs: a topical approach to query-oriented text summarization | Jun 22, 2019 | Document SummarizationExtractive Document Summarization | —Unverified | 0 |
| Leveraging BERT for Extractive Text Summarization on Lectures | Jun 7, 2019 | ClusteringExtractive Summarization | CodeCode Available | 0 |
| A Novel System for Extractive Clinical Note Summarization using EHR Data | Jun 1, 2019 | Extractive Text SummarizationManagement | —Unverified | 0 |
| HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization | May 16, 2019 | Document SummarizationExtractive Summarization | —Unverified | 0 |
| Fine-tune BERT for Extractive Summarization | Mar 25, 2019 | Extractive Document SummarizationExtractive Summarization | CodeCode Available | 1 |
| Neural Extractive Text Summarization with Syntactic Compression | Feb 3, 2019 | Document SummarizationExtractive Text Summarization | CodeCode Available | 0 |
| Language Model Pre-training for Hierarchical Document Representations | Jan 26, 2019 | Document SummarizationExtractive Document Summarization | —Unverified | 0 |
| Efficient Attention: Attention with Linear Complexities | Dec 4, 2018 | Depth EstimationExtractive Text Summarization | CodeCode Available | 1 |
| BoWLer: A neural approach to extractive text summarization | Dec 1, 2018 | Extractive Text SummarizationText Summarization | —Unverified | 0 |
| DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization | Nov 6, 2018 | Contrastive LearningDocument Summarization | CodeCode Available | 0 |
| Abstractive Text-Image Summarization Using Multi-Modal Attentional Hierarchical RNN | Oct 1, 2018 | DecoderExtractive Text Summarization | —Unverified | 0 |
| Iterative Document Representation Learning Towards Summarization with Polishing | Sep 27, 2018 | Extractive Text SummarizationRepresentation Learning | CodeCode Available | 0 |
| BanditSum: Extractive Summarization as a Contextual Bandit | Sep 25, 2018 | Extractive SummarizationExtractive Text Summarization | CodeCode Available | 0 |
| Neural Latent Extractive Document Summarization | Aug 22, 2018 | Document SummarizationExtractive Document Summarization | —Unverified | 0 |
| Abstractive and Extractive Text Summarization using Document Context Vector and Recurrent Neural Networks | Jul 20, 2018 | Document SummarizationExtractive Summarization | —Unverified | 0 |
| Neural Document Summarization by Jointly Learning to Score and Select Sentences | Jul 6, 2018 | Document SummarizationExtractive Document Summarization | CodeCode Available | 0 |
| Document Modeling with External Attention for Sentence Extraction | Jul 1, 2018 | Answer SelectionDocument Summarization | CodeCode Available | 0 |
| A Hierarchical Structured Self-Attentive Model for Extractive Document Summarization (HSSAS) | May 20, 2018 | Document SummarizationExtractive Document Summarization | —Unverified | 0 |
| Using Statistical and Semantic Models for Multi-Document Summarization | May 11, 2018 | Document SummarizationExtractive Text Summarization | —Unverified | 0 |
| Extractive Text Summarization using Neural Networks | Feb 27, 2018 | Document SummarizationExtractive Text Summarization | —Unverified | 0 |
| Ranking Sentences for Extractive Summarization with Reinforcement Learning | Feb 23, 2018 | Document SummarizationExtractive Summarization | CodeCode Available | 0 |
| TAP-DLND 1.0 : A Corpus for Document Level Novelty Detection | Feb 20, 2018 | ArticlesBenchmarking | CodeCode Available | 0 |
| Revisiting the Centroid-based Method: A Strong Baseline for Multi-Document Summarization | Sep 1, 2017 | Document SummarizationExtractive Document Summarization | —Unverified | 0 |
| Combining Graph Degeneracy and Submodularity for Unsupervised Extractive Summarization | Sep 1, 2017 | Document SummarizationExtractive Summarization | CodeCode Available | 0 |
| Revisiting the Centroid-based Method: A Strong Baseline for Multi-Document Summarization | Aug 25, 2017 | Document SummarizationExtractive Document Summarization | —Unverified | 0 |
| Extractive Multi Document Summarization using Dynamical Measurements of Complex Networks | Aug 5, 2017 | Document SummarizationExtractive Document Summarization | —Unverified | 0 |
| Get To The Point: Summarization with Pointer-Generator Networks | Apr 14, 2017 | Abstractive Text SummarizationDocument Summarization | CodeCode Available | 1 |
| Centroid-based Text Summarization through Compositionality of Word Embeddings | Apr 1, 2017 | Document SummarizationExtractive Text Summarization | CodeCode Available | 0 |
| A New Persian Text Summarization Approach Based on Natural Language Processing and Graph Similarity | Feb 1, 2017 | ArticlesExtractive Text Summarization | —Unverified | 0 |
| Classify or Select: Neural Architectures for Extractive Document Summarization | Nov 14, 2016 | Document SummarizationExtractive Document Summarization | —Unverified | 0 |
| A Neural Attention Model for Abstractive Sentence Summarization | Sep 2, 2015 | Extractive Text Summarizationmodel | CodeCode Available | 0 |
| A Dynamic Programming Algorithm for Tree Trimming-based Text Summarization | May 1, 2015 | Combinatorial OptimizationDocument Summarization | —Unverified | 0 |
| Multi-layered graph-based multi-document summarization model | May 17, 2014 | Document SummarizationExtractive Document Summarization | —Unverified | 0 |
| Using Supervised Bigram-based ILP for Extractive Summarization | Aug 1, 2013 | Document SummarizationExtractive Summarization | —Unverified | 0 |
| Using Document Summarization Techniques for Speech Data Subset Selection | Jun 1, 2013 | Document SummarizationExtractive Text Summarization | —Unverified | 0 |
| Twitter Topic Summarization by Ranking Tweets using Social Influence and Content Quality | Dec 1, 2012 | Document SummarizationExtractive Text Summarization | —Unverified | 0 |
