| Get To The Point: Summarization with Pointer-Generator Networks | Apr 14, 2017 | Abstractive Text SummarizationDocument Summarization | CodeCode Available | 1 | 5 |
| AREDSUM: Adaptive Redundancy-Aware Iterative Sentence Ranking for Extractive Document Summarization | Apr 13, 2020 | DiversityDocument Summarization | CodeCode Available | 1 | 5 |
| Text Summarization with Pretrained Encoders | Aug 22, 2019 | Abstractive Text SummarizationDecoder | CodeCode Available | 1 | 5 |
| Heterogeneous Graph Neural Networks for Extractive Document Summarization | Apr 26, 2020 | Document SummarizationExtractive Document Summarization | CodeCode Available | 1 | 5 |
| Fine-tune BERT for Extractive Summarization | Mar 25, 2019 | Extractive Document SummarizationExtractive Summarization | CodeCode Available | 1 | 5 |
| Screenplay Summarization Using Latent Narrative Structure | Apr 27, 2020 | ArticlesDocument Summarization | CodeCode Available | 1 | 5 |
| DebateSum: A large-scale argument mining and summarization dataset | Nov 14, 2020 | Abstractive Text SummarizationArgument Mining | CodeCode Available | 1 | 5 |
| Extractive Summarization as Text Matching | Apr 19, 2020 | Document SummarizationExtractive Summarization | CodeCode Available | 1 | 5 |
| Efficient Attention: Attention with Linear Complexities | Dec 4, 2018 | Depth EstimationExtractive Text Summarization | CodeCode Available | 1 | 5 |
| Unsupervised Extractive Summarization by Pre-training Hierarchical Transformers | Oct 16, 2020 | Document SummarizationExtractive Document Summarization | CodeCode Available | 1 | 5 |
| MemSum: Extractive Summarization of Long Documents Using Multi-Step Episodic Markov Decision Processes | Jul 19, 2021 | Extractive SummarizationExtractive Text Summarization | CodeCode Available | 1 | 5 |
| Align and Attend: Multimodal Summarization with Dual Contrastive Losses | Mar 13, 2023 | Extractive Text SummarizationSupervised Video Summarization | CodeCode Available | 1 | 5 |
| CX DB8: A queryable extractive summarizer and semantic search engine | Dec 7, 2020 | Extractive SummarizationExtractive Text Summarization | CodeCode Available | 1 | 5 |
| STRASS: A Light and Effective Method for Extractive Summarization Based on Sentence Embeddings | Jul 16, 2019 | CPUDocument Embedding | CodeCode Available | 0 | 5 |
| A Neural Attention Model for Abstractive Sentence Summarization | Sep 2, 2015 | Extractive Text Summarizationmodel | CodeCode Available | 0 | 5 |
| TAP-DLND 1.0 : A Corpus for Document Level Novelty Detection | Feb 20, 2018 | ArticlesBenchmarking | CodeCode Available | 0 | 5 |
| Iterative Document Representation Learning Towards Summarization with Polishing | Sep 27, 2018 | Extractive Text SummarizationRepresentation Learning | CodeCode Available | 0 | 5 |
| Combining Graph Degeneracy and Submodularity for Unsupervised Extractive Summarization | Sep 1, 2017 | Document SummarizationExtractive Summarization | CodeCode Available | 0 | 5 |
| A Novel Word Pair-based Gaussian Sentence Similarity Algorithm For Bengali Extractive Text Summarization | Nov 26, 2024 | ArticlesExtractive Summarization | CodeCode Available | 0 | 5 |
| Extractive Multi-document Summarization using K-means, Centroid-based Method, MMR, and Sentence Position | Dec 4, 2019 | ClusteringDocument Summarization | CodeCode Available | 0 | 5 |
| Leveraging BERT for Extractive Text Summarization on Lectures | Jun 7, 2019 | ClusteringExtractive Summarization | CodeCode Available | 0 | 5 |
| BanditSum: Extractive Summarization as a Contextual Bandit | Sep 25, 2018 | Extractive SummarizationExtractive Text Summarization | 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 |
| Neural Extractive Text Summarization with Syntactic Compression | Feb 3, 2019 | Document SummarizationExtractive Text Summarization | CodeCode Available | 0 | 5 |
| DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization | Nov 6, 2018 | Contrastive LearningDocument Summarization | CodeCode Available | 0 | 5 |
| GUSUM: Graph-based Unsupervised Summarization Using Sentence Features Scoring and Sentence-BERT | Oct 1, 2022 | Document SummarizationExtractive Document Summarization | CodeCode Available | 0 | 5 |
| Pre-training Meets Clustering: A Hybrid Extractive Multi-document Summarization Model | May 25, 2023 | ClusteringDocument Summarization | CodeCode Available | 0 | 5 |
| Ranking Sentences for Extractive Summarization with Reinforcement Learning | Feb 23, 2018 | Document SummarizationExtractive Summarization | CodeCode Available | 0 | 5 |
| Discourse-Aware Neural Extractive Text Summarization | Oct 30, 2019 | Extractive Text SummarizationSentence | CodeCode Available | 0 | 5 |
| Reading Like HER: Human Reading Inspired Extractive Summarization | Nov 1, 2019 | Decision MakingExtractive Summarization | CodeCode Available | 0 | 5 |
| Document Modeling with External Attention for Sentence Extraction | Jul 1, 2018 | Answer SelectionDocument Summarization | CodeCode Available | 0 | 5 |
| Centroid-based Text Summarization through Compositionality of Word Embeddings | Apr 1, 2017 | Document SummarizationExtractive Text Summarization | CodeCode Available | 0 | 5 |
| IDN-Sum: A New Dataset for Interactive Digital Narrative Extractive Text Summarisation | Oct 1, 2022 | Extractive Text SummarizationText Summarization | CodeCode Available | 0 | 5 |
| Searching for Effective Neural Extractive Summarization: What Works and What's Next | Jul 8, 2019 | Extractive SummarizationExtractive Text Summarization | CodeCode Available | 0 | 5 |
| Language Model Pre-training for Hierarchical Document Representations | Jan 26, 2019 | Document SummarizationExtractive Document Summarization | —Unverified | 0 | 0 |
| Learning with fuzzy hypergraphs: a topical approach to query-oriented text summarization | Jun 22, 2019 | Document SummarizationExtractive Document Summarization | —Unverified | 0 | 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 | 0 |
| Monolingual versus Multilingual BERTology for Vietnamese Extractive Multi-Document Summarization | Aug 31, 2021 | Document SummarizationExtractive Text Summarization | —Unverified | 0 | 0 |
| MultiGBS: A multi-layer graph approach to biomedical summarization | Aug 27, 2020 | Extractive Text SummarizationSemantic Similarity | —Unverified | 0 | 0 |
| Multi-layered graph-based multi-document summarization model | May 17, 2014 | Document SummarizationExtractive Document Summarization | —Unverified | 0 | 0 |
| Multi Perspective Scientific Document Summarization With Graph Attention Networks (GATS) | Oct 1, 2022 | Document SummarizationExtractive Text Summarization | —Unverified | 0 | 0 |
| Multiplex Graph Neural Network for Extractive Text Summarization | Aug 29, 2021 | Extractive Text SummarizationGraph Neural Network | —Unverified | 0 | 0 |
| Neural Extractive Summarization with Hierarchical Attentive Heterogeneous Graph Network | Nov 1, 2020 | Extractive SummarizationExtractive Text Summarization | —Unverified | 0 | 0 |
| Neural Label Search for Zero-Shot Multi-Lingual Extractive Summarization | Apr 28, 2022 | Extractive SummarizationExtractive Text Summarization | —Unverified | 0 | 0 |
| Neural Latent Extractive Document Summarization | Aug 22, 2018 | Document SummarizationExtractive Document Summarization | —Unverified | 0 | 0 |
| Probabilistic Model of Narratives Over Topical Trends in Social Media: A Discrete Time Model | Apr 14, 2020 | Extractive Text Summarizationmodel | —Unverified | 0 | 0 |
| RankSum An unsupervised extractive text summarization based on rank fusion | Feb 7, 2024 | Extractive Text SummarizationSentence | —Unverified | 0 | 0 |
| Revisiting the Centroid-based Method: A Strong Baseline for Multi-Document Summarization | Aug 25, 2017 | Document SummarizationExtractive Document Summarization | —Unverified | 0 | 0 |
| Revisiting the Centroid-based Method: A Strong Baseline for Multi-Document Summarization | Sep 1, 2017 | Document SummarizationExtractive Document Summarization | —Unverified | 0 | 0 |
| San-BERT: Extractive Summarization for Sanskrit Documents using BERT and it's variants | Apr 4, 2023 | ClusteringExtractive Summarization | —Unverified | 0 | 0 |
