| At Which Level Should We Extract? An Empirical Analysis on Extractive Document Summarization | Apr 6, 2020 | Constituency ParsingDocument Summarization | —Unverified | 0 |
| BERT Fine-tuning For Arabic Text Summarization | Mar 29, 2020 | Abstractive Text SummarizationExtractive Summarization | CodeCode Available | 0 |
| Abstractive Summarization for Low Resource Data using Domain Transfer and Data Synthesis | Feb 9, 2020 | Abstractive Text SummarizationExtractive Summarization | —Unverified | 0 |
| Attend to the beginning: A study on using bidirectional attention for extractive summarization | Feb 9, 2020 | Extractive Summarization | CodeCode Available | 0 |
| Audio Summarization with Audio Features and Probability Distribution Divergence | Jan 20, 2020 | Extractive SummarizationInformativeness | —Unverified | 0 |
| Hybrid MemNet for Extractive Summarization | Dec 25, 2019 | Document SummarizationExtractive Summarization | —Unverified | 0 |
| Unity in Diversity: Learning Distributed Heterogeneous Sentence Representation for Extractive Summarization | Dec 25, 2019 | DiversityExtractive Summarization | —Unverified | 0 |
| EBSUM: 基於 BERT 的強健性抽取式摘要法 (EBSUM: An Enhanced BERT-based Extractive Summarization Framework) | Dec 1, 2019 | Extractive Summarization | —Unverified | 0 |
| Towards Supervised Extractive Text Summarization via RNN-based Sequence Classification | Nov 13, 2019 | ClassificationExtractive Summarization | —Unverified | 0 |
| Towards automatic extractive text summarization of A-133 Single Audit reports with machine learning | Nov 8, 2019 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Reading Like HER: Human Reading Inspired Extractive Summarization | Nov 1, 2019 | Decision MakingExtractive Summarization | CodeCode Available | 0 |
| Exploiting Discourse-Level Segmentation for Extractive Summarization | Nov 1, 2019 | DescriptiveExtractive Summarization | —Unverified | 0 |
| Multi-Document Summarization with Determinantal Point Processes and Contextualized Representations | Oct 24, 2019 | Document SummarizationExtractive Summarization | —Unverified | 0 |
| Group, Extract and Aggregate: Summarizing a Large Amount of Finance News for Forex Movement Prediction | Oct 11, 2019 | Extractive SummarizationStock Market Prediction | —Unverified | 0 |
| Topic-aware Pointer-Generator Networks for Summarizing Spoken Conversations | Oct 3, 2019 | Conversation SummarizationExtractive Summarization | —Unverified | 0 |
| EBSUM: 基於BERT 的強健性抽取式摘要法(EBSUM: An Enhanced BERT-based Extractive Summarization Framework) | Oct 1, 2019 | Extractive Summarization | —Unverified | 0 |
| VAE-PGN based Abstractive Model in Multi-stage Architecture for Text Summarization | Oct 1, 2019 | Abstractive Text SummarizationExtractive Summarization | —Unverified | 0 |
| A Closer Look at Data Bias in Neural Extractive Summarization Models | Sep 30, 2019 | Extractive Summarization | —Unverified | 0 |
| Specificity-Based Sentence Ordering for Multi-Document Extractive Risk Summarization | Sep 23, 2019 | Extractive SummarizationSentence | —Unverified | 0 |
| Extractive Summarization of Long Documents by Combining Global and Local Context | Sep 17, 2019 | Extractive SummarizationText Summarization | CodeCode Available | 0 |
| BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle | Sep 16, 2019 | Abstractive Text SummarizationExtractive Summarization | —Unverified | 0 |
| A topic-based sentence representation for extractive text summarization | Sep 1, 2019 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| Multi-lingual Wikipedia Summarization and Title Generation On Low Resource Corpus | Sep 1, 2019 | Extractive SummarizationHeadline Generation | —Unverified | 0 |
| Opinions Summarization: Aspect Similarity Recognition Relaxes The Constraint of Predefined Aspects | Sep 1, 2019 | Domain AdaptationExtractive Summarization | —Unverified | 0 |
| A study of semantic augmentation of word embeddings for extractive summarization | Sep 1, 2019 | ClusteringDimensionality Reduction | —Unverified | 0 |
| Facet-Aware Evaluation for Extractive Summarization | Aug 27, 2019 | Extractive SummarizationSentence | CodeCode Available | 0 |
| STRASS: A Light and Effective Method for Extractive Summarization Based on Sentence Embeddings | Jul 16, 2019 | CPUDocument Embedding | CodeCode Available | 0 |
| Ranking sentences from product description & bullets for better search | Jul 15, 2019 | Extractive SummarizationNER | —Unverified | 0 |
| Searching for Effective Neural Extractive Summarization: What Works and What's Next | Jul 8, 2019 | Extractive SummarizationExtractive Text Summarization | CodeCode Available | 0 |
| Self-Supervised Learning for Contextualized Extractive Summarization | Jun 11, 2019 | Extractive SummarizationSelf-Supervised Learning | CodeCode Available | 0 |
| Leveraging BERT for Extractive Text Summarization on Lectures | Jun 7, 2019 | ClusteringExtractive Summarization | CodeCode Available | 0 |
| Multi-News: a Large-Scale Multi-Document Summarization Dataset and Abstractive Hierarchical Model | Jun 4, 2019 | ArticlesDecoder | CodeCode Available | 0 |
| Plain English Summarization of Contracts | Jun 2, 2019 | Extractive SummarizationText Summarization | CodeCode Available | 0 |
| Single Document Summarization as Tree Induction | Jun 1, 2019 | Document SummarizationExtractive Summarization | CodeCode Available | 0 |
| Answering while Summarizing: Multi-task Learning for Multi-hop QA with Evidence Extraction | May 21, 2019 | Answer SelectionExtractive Summarization | —Unverified | 0 |
| HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization | May 16, 2019 | Document SummarizationExtractive Summarization | —Unverified | 0 |
| Extractive Summarization via Weighted Dissimilarity and Importance Aligned Key Iterative Algorithm | May 15, 2019 | Extractive Summarization | CodeCode Available | 0 |
| Guiding Extractive Summarization with Question-Answering Rewards | Apr 4, 2019 | Extractive SummarizationQuestion Answering | CodeCode Available | 0 |
| Jointly Extracting and Compressing Documents with Summary State Representations | Apr 3, 2019 | Extractive SummarizationText Summarization | CodeCode Available | 0 |
| Fine-tune BERT for Extractive Summarization | Mar 25, 2019 | Extractive Document SummarizationExtractive Summarization | CodeCode Available | 1 |
| Imbalanced multi-label classification using multi-task learning with extractive summarization | Mar 16, 2019 | ClassificationExtractive Summarization | CodeCode Available | 0 |
| What comes next? Extractive summarization by next-sentence prediction | Jan 12, 2019 | Extractive SummarizationInformativeness | —Unverified | 0 |
| Automatic Summarization of Natural Language | Dec 18, 2018 | Abstractive Text SummarizationExtractive Summarization | —Unverified | 0 |
| Unsupervised Pseudo-Labeling for Extractive Summarization on Electronic Health Records | Nov 20, 2018 | Extractive Summarization | —Unverified | 0 |
| Automatic Text Document Summarization using Semantic-based Analysis | Nov 15, 2018 | Document SummarizationExtractive Summarization | —Unverified | 0 |
| UNCC QA: Biomedical Question Answering system | Nov 1, 2018 | Extractive SummarizationQuestion Answering | —Unverified | 0 |
| Extraction Meets Abstraction: Ideal Answer Generation for Biomedical Questions | Nov 1, 2018 | Abstractive Text SummarizationAnswer Generation | —Unverified | 0 |
| Unsupervised Dual-Cascade Learning with Pseudo-Feedback Distillation for Query-based Extractive Summarization | Nov 1, 2018 | Extractive SummarizationQuery-Based Extractive Summarization | —Unverified | 0 |
| Extractive Summarization of EHR Discharge Notes | Oct 26, 2018 | Decision MakingExtractive Summarization | —Unverified | 0 |
| Effective extractive summarization using frequency-filtered entity relationship graphs | Oct 24, 2018 | Extractive Summarization | —Unverified | 0 |