| TWEETSUMM -- A Dialog Summarization Dataset for Customer Service | Nov 23, 2021 | Extractive SummarizationUnsupervised Extractive Summarization | CodeCode Available | 2 | 5 |
| Discourse-Aware Unsupervised Summarization of Long Scientific Documents | May 1, 2020 | ArticlesExtractive Summarization | CodeCode Available | 1 | 5 |
| Bipartite Graph Pre-training for Unsupervised Extractive Summarization with Graph Convolutional Auto-Encoders | Oct 29, 2023 | Extractive SummarizationSentence | CodeCode Available | 1 | 5 |
| Unsupervised Extractive Summarization by Pre-training Hierarchical Transformers | Oct 16, 2020 | Document SummarizationExtractive Document Summarization | CodeCode Available | 1 | 5 |
| Bringing Structure into Summaries: a Faceted Summarization Dataset for Long Scientific Documents | May 31, 2021 | ArticlesUnsupervised Extractive Summarization | CodeCode Available | 1 | 5 |
| A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents | Apr 16, 2018 | Abstractive Text SummarizationDecoder | CodeCode Available | 1 | 5 |
| Unsupervised Extractive Dialogue Summarization in Hyperdimensional Space | May 16, 2024 | ClusteringExtractive Summarization | CodeCode Available | 1 | 5 |
| Unsupervised Extractive Summarization using Pointwise Mutual Information | Feb 11, 2021 | ArticlesExtractive Summarization | CodeCode Available | 1 | 5 |
| Plain English Summarization of Contracts | Jun 2, 2019 | Extractive SummarizationText Summarization | 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 |
| Improving Sentence Similarity Estimation for Unsupervised Extractive Summarization | Feb 24, 2023 | Contrastive LearningExtractive 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 |
| Sentence Centrality Revisited for Unsupervised Summarization | Jun 8, 2019 | Document SummarizationNews Summarization | CodeCode Available | 0 | 5 |
| Unsupervised Abstractive Summarization of Bengali Text Documents | Jan 26, 2021 | Abstractive Text SummarizationExtractive Summarization | CodeCode Available | 0 | 5 |
| Unsupervised Extractive Summarization-Based Representations for Accurate and Explainable Collaborative Filtering | Aug 1, 2021 | Collaborative FilteringExtractive Summarization | CodeCode Available | 0 | 5 |
| Unsupervised Extractive Summarization of Emotion Triggers | Jun 2, 2023 | Abstractive Text SummarizationExtractive Summarization | CodeCode Available | 0 | 5 |
| XWikiGen: Cross-lingual Summarization for Encyclopedic Text Generation in Low Resource Languages | Mar 22, 2023 | ArticlesCross-Lingual Abstractive Summarization | CodeCode Available | 0 | 5 |
| Unsupervised Extractive Summarization with Heterogeneous Graph Embeddings for Chinese Document | Nov 9, 2022 | Extractive SummarizationSentence | —Unverified | 0 | 0 |
| Hindi History Note Generation with Unsupervised Extractive Summarization | Dec 1, 2020 | Document SummarizationExtractive Summarization | —Unverified | 0 | 0 |
| Unsupervised Extractive Summarization with Learnable Length Control Strategies | Dec 12, 2023 | Extractive SummarizationSentence | —Unverified | 0 | 0 |
| Unsupervised Extractive Summarization by Human Memory Simulation | Apr 16, 2021 | ArticlesExtractive Summarization | —Unverified | 0 | 0 |
| BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle | Sep 16, 2019 | Abstractive Text SummarizationExtractive Summarization | —Unverified | 0 | 0 |
| Unsupervised Text Summarization of Long Documents using Dependency-based Noun Phrases and Contextual Order Arrangement | Nov 1, 2022 | Extractive SummarizationSemantic Similarity | —Unverified | 0 | 0 |
| Improving Unsupervised Extractive Summarization with Facet-Aware Modeling | Aug 1, 2021 | Extractive SummarizationUnsupervised Extractive Summarization | —Unverified | 0 | 0 |
