| TWEETSUMM -- A Dialog Summarization Dataset for Customer Service | Nov 23, 2021 | Extractive SummarizationUnsupervised Extractive Summarization | CodeCode Available | 2 |
| Multi-label Sequential Sentence Classification via Large Language Model | Nov 23, 2024 | Contrastive LearningExtractive Summarization | CodeCode Available | 1 |
| Document-level Claim Extraction and Decontextualisation for Fact-Checking | Jun 5, 2024 | Extractive SummarizationFact Checking | CodeCode Available | 1 |
| Unsupervised Extractive Dialogue Summarization in Hyperdimensional Space | May 16, 2024 | ClusteringExtractive Summarization | CodeCode Available | 1 |
| From News to Summaries: Building a Hungarian Corpus for Extractive and Abstractive Summarization | Apr 4, 2024 | Abstractive Text SummarizationExtractive Summarization | CodeCode Available | 1 |
| Bipartite Graph Pre-training for Unsupervised Extractive Summarization with Graph Convolutional Auto-Encoders | Oct 29, 2023 | Extractive SummarizationSentence | CodeCode Available | 1 |
| MemSum-DQA: Adapting An Efficient Long Document Extractive Summarizer for Document Question Answering | Oct 10, 2023 | Extractive SummarizationQuestion Answering | CodeCode Available | 1 |
| DisCo: Distilled Student Models Co-training for Semi-supervised Text Mining | May 20, 2023 | Extractive SummarizationKnowledge Distillation | CodeCode Available | 1 |
| DiffuSum: Generation Enhanced Extractive Summarization with Diffusion | May 2, 2023 | DiversityExtractive Summarization | CodeCode Available | 1 |
| On the State of German (Abstractive) Text Summarization | Jan 17, 2023 | Abstractive Text SummarizationAttribute | CodeCode Available | 1 |
| Toward Unifying Text Segmentation and Long Document Summarization | Oct 28, 2022 | ArticlesDocument Summarization | CodeCode Available | 1 |
| HEGEL: Hypergraph Transformer for Long Document Summarization | Oct 9, 2022 | Document SummarizationExtractive Summarization | CodeCode Available | 1 |
| Noise-injected Consistency Training and Entropy-constrained Pseudo Labeling for Semi-supervised Extractive Summarization | Oct 1, 2022 | Extractive Summarization | CodeCode Available | 1 |
| Text Summarization with Oracle Expectation | Sep 26, 2022 | Extractive SummarizationSentence | CodeCode Available | 1 |
| Extractive is not Faithful: An Investigation of Broad Unfaithfulness Problems in Extractive Summarization | Sep 8, 2022 | Abstractive Text SummarizationExtractive Summarization | CodeCode Available | 1 |
| EntSUM: A Data Set for Entity-Centric Extractive Summarization | May 1, 2022 | Extractive Summarization | CodeCode Available | 1 |
| GenCompareSum: a hybrid unsupervised summarization method using salience | May 1, 2022 | Extractive SummarizationText Summarization | CodeCode Available | 1 |
| SciBERTSUM: Extractive Summarization for Scientific Documents | Jan 21, 2022 | ArticlesExtractive Summarization | CodeCode Available | 1 |
| HETFORMER: Heterogeneous Transformer with Sparse Attention for Long-Text Extractive Summarization | Oct 12, 2021 | Document SummarizationExtractive Summarization | CodeCode Available | 1 |
| MemSum: Extractive Summarization of Long Documents Using Multi-Step Episodic Markov Decision Processes | Jul 19, 2021 | Extractive SummarizationExtractive Text Summarization | CodeCode Available | 1 |
| Incorporating Domain Knowledge for Extractive Summarization of Legal Case Documents | Jun 30, 2021 | Extractive SummarizationText Summarization | CodeCode Available | 1 |
| Extractive Research Slide Generation Using Windowed Labeling Ranking | Jun 6, 2021 | Extractive SummarizationSentence | CodeCode Available | 1 |
| CLIP: A Dataset for Extracting Action Items for Physicians from Hospital Discharge Notes | Jun 4, 2021 | Extractive SummarizationLanguage Modelling | CodeCode Available | 1 |
| Keyphrase Extraction from Scientific Articles via Extractive Summarization | Jun 1, 2021 | ArticlesExtractive Summarization | CodeCode Available | 1 |
| Discourse-Aware Unsupervised Summarization for Long Scientific Documents | Apr 1, 2021 | ArticlesExtractive Summarization | CodeCode Available | 1 |
| Unsupervised Extractive Summarization using Pointwise Mutual Information | Feb 11, 2021 | ArticlesExtractive Summarization | CodeCode Available | 1 |
| Contextualized Rewriting for Text Summarization | Jan 31, 2021 | Extractive Summarizationreinforcement-learning | CodeCode Available | 1 |
| On Generating Extended Summaries of Long Documents | Dec 28, 2020 | Document SummarizationExtended Summarization | CodeCode Available | 1 |
| CX DB8: A queryable extractive summarizer and semantic search engine | Dec 7, 2020 | Extractive SummarizationExtractive Text Summarization | CodeCode Available | 1 |
| Fact-level Extractive Summarization with Hierarchical Graph Mask on BERT | Nov 19, 2020 | Extractive SummarizationNatural Language Understanding | CodeCode Available | 1 |
| Adversarial Semantic Collisions | Nov 9, 2020 | Extractive SummarizationParaphrase Identification | CodeCode Available | 1 |
| Topic-Guided Abstractive Text Summarization: a Joint Learning Approach | Oct 20, 2020 | Abstractive Text SummarizationExtractive Summarization | CodeCode Available | 1 |
| Unsupervised Extractive Summarization by Pre-training Hierarchical Transformers | Oct 16, 2020 | Document SummarizationExtractive Document Summarization | CodeCode Available | 1 |
| Automatic generation of reviews of scientific papers | Oct 8, 2020 | Extractive Summarization | CodeCode Available | 1 |
| Continual BERT: Continual Learning for Adaptive Extractive Summarization of COVID-19 Literature | Jul 7, 2020 | Continual LearningExtractive Summarization | CodeCode Available | 1 |
| Exploring Content Selection in Summarization of Novel Chapters | May 4, 2020 | Extractive SummarizationNews Summarization | CodeCode Available | 1 |
| Discourse-Aware Unsupervised Summarization of Long Scientific Documents | May 1, 2020 | ArticlesExtractive Summarization | CodeCode Available | 1 |
| Screenplay Summarization Using Latent Narrative Structure | Apr 27, 2020 | ArticlesDocument Summarization | CodeCode Available | 1 |
| Heterogeneous Graph Neural Networks for Extractive Document Summarization | Apr 26, 2020 | Document SummarizationExtractive Document Summarization | CodeCode Available | 1 |
| Extractive Summarization as Text Matching | Apr 19, 2020 | Document SummarizationExtractive Summarization | CodeCode Available | 1 |
| AREDSUM: Adaptive Redundancy-Aware Iterative Sentence Ranking for Extractive Document Summarization | Apr 13, 2020 | DiversityDocument Summarization | CodeCode Available | 1 |
| Fine-tune BERT for Extractive Summarization | Mar 25, 2019 | Extractive Document SummarizationExtractive Summarization | CodeCode Available | 1 |
| Extractive Summarization using Deep Learning | Aug 15, 2017 | ArticlesDeep Learning | CodeCode Available | 1 |
| SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of Documents | Nov 14, 2016 | Document SummarizationExtractive Summarization | CodeCode Available | 1 |
| StrucSum: Graph-Structured Reasoning for Long Document Extractive Summarization with LLMs | May 29, 2025 | Extractive SummarizationSentence | —Unverified | 0 |
| SafeChat: A Framework for Building Trustworthy Collaborative Assistants and a Case Study of its Usefulness | Apr 8, 2025 | ChatbotExtractive Summarization | CodeCode Available | 0 |
| Advancements in Natural Language Processing for Automatic Text Summarization | Feb 27, 2025 | Abstractive Text SummarizationExtractive Summarization | —Unverified | 0 |
| OrderSum: Semantic Sentence Ordering for Extractive Summarization | Feb 22, 2025 | Extractive SummarizationSentence | CodeCode Available | 0 |
| Lotus: Creating Short Videos From Long Videos With Abstractive and Extractive Summarization | Feb 10, 2025 | Extractive SummarizationForm | —Unverified | 0 |
| State Space Models for Extractive Summarization in Low Resource Scenarios | Jan 24, 2025 | Extractive SummarizationMamba | —Unverified | 0 |
