| SupMMD: A Sentence Importance Model for Extractive Summarization using Maximum Mean Discrepancy | Oct 6, 2020 | DiversityDocument Summarization | CodeCode Available | 0 | 5 |
| Reading Like HER: Human Reading Inspired Extractive Summarization | Nov 1, 2019 | Decision MakingExtractive Summarization | CodeCode Available | 0 | 5 |
| Analyzing Pre-processing Settings for Urdu Single-document Extractive Summarization | May 1, 2016 | Extractive SummarizationLemmatization | CodeCode Available | 0 | 5 |
| Revolutionizing API Documentation through Summarization | Jan 21, 2024 | Extractive SummarizationNavigate | CodeCode Available | 0 | 5 |
| Combining Graph Degeneracy and Submodularity for Unsupervised Extractive Summarization | Sep 1, 2017 | Document SummarizationExtractive Summarization | CodeCode Available | 0 | 5 |
| Computing and Exploiting Document Structure to Improve Unsupervised Extractive Summarization of Legal Case Decisions | Nov 6, 2022 | Extractive SummarizationUnsupervised Extractive Summarization | CodeCode Available | 0 | 5 |
| Self-Supervised Learning for Contextualized Extractive Summarization | Jun 11, 2019 | Extractive SummarizationSelf-Supervised Learning | CodeCode Available | 0 | 5 |
| Concise Answers to Complex Questions: Summarization of Long-form Answers | May 30, 2023 | Extractive SummarizationForm | CodeCode Available | 0 | 5 |
| Attention-based Clinical Note Summarization | Apr 18, 2021 | Clinical Information RetreivalExtractive Summarization | CodeCode Available | 0 | 5 |
| Ranking Sentences for Extractive Summarization with Reinforcement Learning | Feb 23, 2018 | Document SummarizationExtractive Summarization | CodeCode Available | 0 | 5 |
| SafeChat: A Framework for Building Trustworthy Collaborative Assistants and a Case Study of its Usefulness | Apr 8, 2025 | ChatbotExtractive Summarization | CodeCode Available | 0 | 5 |
| STRASS: A Light and Effective Method for Extractive Summarization Based on Sentence Embeddings | Jul 16, 2019 | CPUDocument Embedding | CodeCode Available | 0 | 5 |
| Attend to the beginning: A study on using bidirectional attention for extractive summarization | Feb 9, 2020 | Extractive Summarization | CodeCode Available | 0 | 5 |
| OrderSum: Semantic Sentence Ordering for Extractive Summarization | Feb 22, 2025 | Extractive SummarizationSentence | CodeCode Available | 0 | 5 |
| Pre-trained language models with domain knowledge for biomedical extractive summarization | Jul 19, 2022 | Extractive SummarizationPICO | CodeCode Available | 0 | 5 |
| OARelatedWork: A Large-Scale Dataset of Related Work Sections with Full-texts from Open Access Sources | May 3, 2024 | Document SummarizationExtractive Summarization | CodeCode Available | 0 | 5 |
| Exploring Multitask Learning for Low-Resource Abstractive Summarization | Nov 1, 2021 | Abstractive Text SummarizationExtractive Summarization | CodeCode Available | 0 | 5 |
| Plain English Summarization of Contracts | Jun 2, 2019 | Extractive SummarizationText Summarization | CodeCode Available | 0 | 5 |
| On the Trade-off between Redundancy and Local Coherence in Summarization | May 20, 2022 | Extractive SummarizationInformativeness | CodeCode Available | 0 | 5 |
| QuOTeS: Query-Oriented Technical Summarization | Jun 20, 2023 | Extractive SummarizationInformation Retrieval | CodeCode Available | 0 | 5 |
| MUG: A General Meeting Understanding and Generation Benchmark | Mar 24, 2023 | Extractive SummarizationKeyphrase Extraction | CodeCode Available | 0 | 5 |
| Leveraging BERT for Extractive Text Summarization on Lectures | Jun 7, 2019 | ClusteringExtractive Summarization | CodeCode Available | 0 | 5 |
| Multi-News: a Large-Scale Multi-Document Summarization Dataset and Abstractive Hierarchical Model | Jun 4, 2019 | ArticlesDecoder | CodeCode Available | 0 | 5 |
| Key Point Analysis via Contrastive Learning and Extractive Argument Summarization | Sep 30, 2021 | Argument MiningContrastive Learning | CodeCode Available | 0 | 5 |
| Legal Extractive Summarization of U.S. Court Opinions | May 15, 2023 | Extractive Summarizationreinforcement-learning | CodeCode Available | 0 | 5 |
| Neural Document Summarization by Jointly Learning to Score and Select Sentences | Jul 6, 2018 | Document SummarizationExtractive Document Summarization | CodeCode Available | 0 | 5 |
| IndoSum: A New Benchmark Dataset for Indonesian Text Summarization | Oct 12, 2018 | ArticlesExtractive Summarization | CodeCode Available | 0 | 5 |
| Improving Sentence Similarity Estimation for Unsupervised Extractive Summarization | Feb 24, 2023 | Contrastive LearningExtractive Summarization | CodeCode Available | 0 | 5 |
| Investigating Text Shortening Strategy in BERT: Truncation vs Summarization | Mar 19, 2024 | ArticlesDocument Summarization | CodeCode Available | 0 | 5 |
| Hierarchical Attention Graph for Scientific Document Summarization in Global and Local Level | May 16, 2024 | Document SummarizationExtractive Summarization | CodeCode Available | 0 | 5 |
| BERT Fine-tuning For Arabic Text Summarization | Mar 29, 2020 | Abstractive Text SummarizationExtractive Summarization | CodeCode Available | 0 | 5 |
| EDU-level Extractive Summarization with Varying Summary Lengths | Oct 8, 2022 | Extractive SummarizationText Summarization | CodeCode Available | 0 | 5 |
| Human Guided Exploitation of Interpretable Attention Patterns in Summarization and Topic Segmentation | Dec 10, 2021 | Extractive SummarizationKnowledge Distillation | CodeCode Available | 0 | 5 |
| Imbalanced multi-label classification using multi-task learning with extractive summarization | Mar 16, 2019 | ClassificationExtractive Summarization | CodeCode Available | 0 | 5 |
| Jointly Extracting and Compressing Documents with Summary State Representations | Apr 3, 2019 | Extractive SummarizationText Summarization | CodeCode Available | 0 | 5 |
| Incremental Extractive Opinion Summarization Using Cover Trees | Jan 16, 2024 | Extractive SummarizationOpinion Summarization | CodeCode Available | 0 | 5 |
| Neural Extractive Summarization with Side Information | Apr 14, 2017 | ArticlesDocument Summarization | CodeCode Available | 0 | 5 |
| Gold Corpus for Telegraphic Summarization | Aug 1, 2018 | ArticlesExtractive Summarization | CodeCode Available | 0 | 5 |
| Evaluating Extractive Summarization Techniques on News Articles | Jul 22, 2021 | ArticlesExtractive Summarization | CodeCode Available | 0 | 5 |
| Evaluating Extractive Summarization Techniques on News Articles | Jul 22, 2021 | ArticlesExtractive Summarization | CodeCode Available | 0 | 5 |
| Bengali Abstractive News Summarization(BANS): A Neural Attention Approach | Dec 3, 2020 | Abstractive Text SummarizationArticles | CodeCode Available | 0 | 5 |
| GoSum: Extractive Summarization of Long Documents by Reinforcement Learning and Graph Organized discourse state | Nov 18, 2022 | ArticlesDocument Summarization | CodeCode Available | 0 | 5 |
| DRAGNN: A Transition-based Framework for Dynamically Connected Neural Networks | Mar 13, 2017 | DecoderDependency Parsing | CodeCode Available | 0 | 5 |
| BanditSum: Extractive Summarization as a Contextual Bandit | Sep 25, 2018 | Extractive SummarizationExtractive Text Summarization | CodeCode Available | 0 | 5 |
| Generating Wikipedia by Summarizing Long Sequences | Jan 30, 2018 | ArticlesDecoder | CodeCode Available | 0 | 5 |
| Guiding Extractive Summarization with Question-Answering Rewards | Apr 4, 2019 | Extractive SummarizationQuestion Answering | CodeCode Available | 0 | 5 |
| Diversity driven Attention Model for Query-based Abstractive Summarization | Apr 26, 2017 | Abstractive Text SummarizationDiversity | CodeCode Available | 0 | 5 |
| Fair Summarization: Bridging Quality and Diversity in Extractive Summaries | Nov 12, 2024 | DiversityDocument Summarization | CodeCode Available | 0 | 5 |
| Facet-Aware Evaluation for Extractive Summarization | Aug 27, 2019 | Extractive SummarizationSentence | CodeCode Available | 0 | 5 |
| Extractive Summarization with SWAP-NET: Sentences and Words from Alternating Pointer Networks | Jul 1, 2018 | Abstractive Text SummarizationDocument Summarization | CodeCode Available | 0 | 5 |
