| 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 |
| CHIMA: Headline-Guided Extractive Summarization for Thai News Articles | Dec 2, 2024 | ArticlesExtractive Summarization | —Unverified | 0 |
| A Novel Word Pair-based Gaussian Sentence Similarity Algorithm For Bengali Extractive Text Summarization | Nov 26, 2024 | ArticlesExtractive Summarization | CodeCode Available | 0 |
| Multi-label Sequential Sentence Classification via Large Language Model | Nov 23, 2024 | Contrastive LearningExtractive Summarization | CodeCode Available | 1 |
| Chapter 7 Review of Data-Driven Generative AI Models for Knowledge Extraction from Scientific Literature in Healthcare | Nov 18, 2024 | Extractive SummarizationText Summarization | —Unverified | 0 |
| Fair Summarization: Bridging Quality and Diversity in Extractive Summaries | Nov 12, 2024 | DiversityDocument Summarization | CodeCode Available | 0 |
| Video Summarization Techniques: A Comprehensive Review | Oct 6, 2024 | Abstractive Text SummarizationExtractive Summarization | —Unverified | 0 |
| Abstractive Summarization of Low resourced Nepali language using Multilingual Transformers | Sep 29, 2024 | Abstractive Text SummarizationArticles | —Unverified | 0 |
| Scaling Up Summarization: Leveraging Large Language Models for Long Text Extractive Summarization | Aug 28, 2024 | Extractive SummarizationExtractive Text Summarization | —Unverified | 0 |
| Summarization of Investment Reports Using Pre-trained Model | Aug 3, 2024 | Abstractive Text SummarizationExtractive Summarization | —Unverified | 0 |
| A Guide To Effectively Leveraging LLMs for Low-Resource Text Summarization: Data Augmentation and Semi-supervised Approaches | Jul 10, 2024 | Abstractive Text SummarizationData Augmentation | —Unverified | 0 |
| Applicability of Large Language Models and Generative Models for Legal Case Judgement Summarization | Jul 6, 2024 | Abstractive Text SummarizationExtractive Summarization | —Unverified | 0 |
| Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs | Jul 5, 2024 | Extractive Summarization | CodeCode Available | 0 |
| LaMSUM: Amplifying Voices Against Harassment through LLM Guided Extractive Summarization of User Incident Reports | Jun 22, 2024 | Extractive Summarization | —Unverified | 0 |
| InstructCMP: Length Control in Sentence Compression through Instruction-based Large Language Models | Jun 16, 2024 | Extractive SummarizationSentence | —Unverified | 0 |
| SumHiS: Extractive Summarization Exploiting Hidden Structure | Jun 12, 2024 | ClusteringExtractive Summarization | —Unverified | 0 |
| Document-level Claim Extraction and Decontextualisation for Fact-Checking | Jun 5, 2024 | Extractive SummarizationFact Checking | CodeCode Available | 1 |
| Leveraging Discourse Structure for Extractive Meeting Summarization | May 17, 2024 | Extractive SummarizationMeeting Summarization | —Unverified | 0 |
| Unsupervised Extractive Dialogue Summarization in Hyperdimensional Space | May 16, 2024 | ClusteringExtractive Summarization | CodeCode Available | 1 |
| Hierarchical Attention Graph for Scientific Document Summarization in Global and Local Level | May 16, 2024 | Document SummarizationExtractive Summarization | CodeCode Available | 0 |
| 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 |
| Towards Efficient Patient Recruitment for Clinical Trials: Application of a Prompt-Based Learning Model | Apr 24, 2024 | Extractive SummarizationLanguage Modeling | —Unverified | 0 |
| From News to Summaries: Building a Hungarian Corpus for Extractive and Abstractive Summarization | Apr 4, 2024 | Abstractive Text SummarizationExtractive Summarization | CodeCode Available | 1 |
| Investigating Text Shortening Strategy in BERT: Truncation vs Summarization | Mar 19, 2024 | ArticlesDocument Summarization | CodeCode Available | 0 |
| SKT5SciSumm -- Revisiting Extractive-Generative Approach for Multi-Document Scientific Summarization | Feb 27, 2024 | Document SummarizationExtractive Summarization | —Unverified | 0 |
| Revolutionizing API Documentation through Summarization | Jan 21, 2024 | Extractive SummarizationNavigate | CodeCode Available | 0 |
| Incremental Extractive Opinion Summarization Using Cover Trees | Jan 16, 2024 | Extractive SummarizationOpinion Summarization | CodeCode Available | 0 |
| Unsupervised Extractive Summarization with Learnable Length Control Strategies | Dec 12, 2023 | Extractive SummarizationSentence | —Unverified | 0 |
| LLM aided semi-supervision for Extractive Dialog Summarization | Nov 19, 2023 | Extractive SummarizationQuestion Answering | —Unverified | 0 |
| Prompt-based Pseudo-labeling Strategy for Sample-Efficient Semi-Supervised Extractive Summarization | Nov 16, 2023 | Extractive SummarizationExtractive Text Summarization | —Unverified | 0 |
| 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 |
| Unsupervised Multi-document Summarization with Holistic Inference | Sep 8, 2023 | DiversityDocument Summarization | —Unverified | 0 |
| Redundancy Aware Multi-Reference Based Gainwise Evaluation of Extractive Summarization | Aug 4, 2023 | DiversityExtractive Summarization | —Unverified | 0 |
| QuOTeS: Query-Oriented Technical Summarization | Jun 20, 2023 | Extractive SummarizationInformation Retrieval | CodeCode Available | 0 |
| Unsupervised Extractive Summarization of Emotion Triggers | Jun 2, 2023 | Abstractive Text SummarizationExtractive Summarization | CodeCode Available | 0 |
| How Ready are Pre-trained Abstractive Models and LLMs for Legal Case Judgement Summarization? | Jun 2, 2023 | Abstractive Text SummarizationExtractive Summarization | —Unverified | 0 |
| Hybrid Long Document Summarization using C2F-FAR and ChatGPT: A Practical Study | Jun 1, 2023 | ArticlesBenchmarking | —Unverified | 0 |
| Concise Answers to Complex Questions: Summarization of Long-form Answers | May 30, 2023 | Extractive SummarizationForm | CodeCode Available | 0 |
| USB: A Unified Summarization Benchmark Across Tasks and Domains | May 23, 2023 | Abstractive Text SummarizationArticles | CodeCode Available | 0 |
| Enhancing Coherence of Extractive Summarization with Multitask Learning | May 22, 2023 | Extractive SummarizationSentence | —Unverified | 0 |
| DisCo: Distilled Student Models Co-training for Semi-supervised Text Mining | May 20, 2023 | Extractive SummarizationKnowledge Distillation | CodeCode Available | 1 |
| PORTRAIT: a hybrid aPproach tO cReate extractive ground-TRuth summAry for dIsaster evenT | May 19, 2023 | Extractive Summarization | —Unverified | 0 |
| Legal Extractive Summarization of U.S. Court Opinions | May 15, 2023 | Extractive Summarizationreinforcement-learning | CodeCode Available | 0 |
| DiffuSum: Generation Enhanced Extractive Summarization with Diffusion | May 2, 2023 | DiversityExtractive Summarization | CodeCode Available | 1 |
