| MultiHumES: Multilingual Humanitarian Dataset for Extractive Summarization | Apr 1, 2021 | Decision MakingExtractive Summarization | —Unverified | 0 |
| Globalizing BERT-based Transformer Architectures for Long Document Summarization | Apr 1, 2021 | ArticlesDocument Summarization | —Unverified | 0 |
| Extractive Summarization Considering Discourse and Coreference Relations based on Heterogeneous Graph | Apr 1, 2021 | Extractive Summarization | —Unverified | 0 |
| Discourse-Aware Unsupervised Summarization for Long Scientific Documents | Apr 1, 2021 | ArticlesExtractive Summarization | CodeCode Available | 1 |
| Extending Multi-Sense Word Embedding to Phrases and Sentences for Unsupervised Semantic Applications | Mar 29, 2021 | Extractive SummarizationSentence | —Unverified | 0 |
| Extractive Summarization of Call Transcripts | Mar 19, 2021 | Extractive SummarizationPunctuation Restoration | —Unverified | 0 |
| 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 |
| Unsupervised Abstractive Summarization of Bengali Text Documents | Jan 26, 2021 | Abstractive Text SummarizationExtractive Summarization | CodeCode Available | 0 |
| Generating Informative CVE Description From ExploitDB Posts by Extractive Summarization | Jan 5, 2021 | Extractive SummarizationText Summarization | —Unverified | 0 |
| News Image Steganography: A Novel Architecture Facilitates the Fake News Identification | Jan 3, 2021 | DecoderExtractive Summarization | —Unverified | 0 |
| A novel extractive multi-document text summarization system using quantum-inspired genetic algorithm: MTSQIGA | Dec 30, 2020 | Document SummarizationExtractive Summarization | —Unverified | 0 |
| On Generating Extended Summaries of Long Documents | Dec 28, 2020 | Document SummarizationExtended Summarization | CodeCode Available | 1 |
| Using multiple ASR hypotheses to boost i18n NLU performance | Dec 7, 2020 | Abstractive Text SummarizationAutomatic Speech Recognition | —Unverified | 0 |
| CX DB8: A queryable extractive summarizer and semantic search engine | Dec 7, 2020 | Extractive SummarizationExtractive Text Summarization | CodeCode Available | 1 |
| Bengali Abstractive News Summarization(BANS): A Neural Attention Approach | Dec 3, 2020 | Abstractive Text SummarizationArticles | CodeCode Available | 0 |
| Do We Really Need That Many Parameters In Transformer For Extractive Summarization? Discourse Can Help ! | Dec 3, 2020 | Extractive SummarizationSentence | —Unverified | 0 |
| AMEX AI-Labs: An Investigative Study on Extractive Summarization of Financial Documents | Dec 1, 2020 | Document SummarizationExtractive Summarization | —Unverified | 0 |
| SUMSUM@FNS-2020 Shared Task | Dec 1, 2020 | Extractive Summarization | —Unverified | 0 |
| Extractive Summarization System for Annual Reports | Dec 1, 2020 | Extractive Summarization | —Unverified | 0 |
| TWEETSUM: Event oriented Social Summarization Dataset | Dec 1, 2020 | Extractive SummarizationRelation Network | —Unverified | 0 |
| News Editorials: Towards Summarizing Long Argumentative Texts | Dec 1, 2020 | ArticlesExtractive Summarization | —Unverified | 0 |
| HOLMS: Alternative Summary Evaluation with Large Language Models | Dec 1, 2020 | Document SummarizationExtractive Summarization | —Unverified | 0 |
| Identifying Implicit Quotes for Unsupervised Extractive Summarization of Conversations | Dec 1, 2020 | Extractive SummarizationUnsupervised Extractive Summarization | —Unverified | 0 |
| Hindi History Note Generation with Unsupervised Extractive Summarization | Dec 1, 2020 | Document SummarizationExtractive Summarization | —Unverified | 0 |
| 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 |
| Using Pre-Trained Transformer for Better Lay Summarization | Nov 1, 2020 | Abstractive Text SummarizationExtractive Summarization | —Unverified | 0 |
| CIST@CL-SciSumm 2020, LongSumm 2020: Automatic Scientific Document Summarization | Nov 1, 2020 | Abstractive Text SummarizationDocument Summarization | —Unverified | 0 |
| Neural Extractive Summarization with Hierarchical Attentive Heterogeneous Graph Network | Nov 1, 2020 | Extractive SummarizationExtractive Text Summarization | —Unverified | 0 |
| 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 |
| Enhancing Extractive Text Summarization with Topic-Aware Graph Neural Networks | Oct 13, 2020 | Document SummarizationExtractive Summarization | —Unverified | 0 |
| Automatic generation of reviews of scientific papers | Oct 8, 2020 | Extractive Summarization | CodeCode Available | 1 |
| SupMMD: A Sentence Importance Model for Extractive Summarization using Maximum Mean Discrepancy | Oct 6, 2020 | DiversityDocument Summarization | CodeCode Available | 0 |
| Stepwise Extractive Summarization and Planning with Structured Transformers | Oct 6, 2020 | Extractive SummarizationSentence | CodeCode Available | 0 |
| Experiments in Extractive Summarization: Integer Linear Programming, Term/Sentence Scoring, and Title-driven Models | Aug 1, 2020 | Document SummarizationExtractive Summarization | —Unverified | 0 |
| Dialect Diversity in Text Summarization on Twitter | Jul 15, 2020 | AttributeDiversity | —Unverified | 0 |
| Continual BERT: Continual Learning for Adaptive Extractive Summarization of COVID-19 Literature | Jul 7, 2020 | Continual LearningExtractive Summarization | CodeCode Available | 1 |
| Information Retrieval and Extraction on COVID-19 Clinical Articles Using Graph Community Detection and Bio-BERT Embeddings | Jul 1, 2020 | ArticlesCommunity Detection | —Unverified | 0 |
| Multi-Granularity Interaction Network for Extractive and Abstractive Multi-Document Summarization | Jul 1, 2020 | Document SummarizationExtractive Summarization | —Unverified | 0 |
| 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 |
| Combining Word Embeddings and N-grams for Unsupervised Document Summarization | Apr 25, 2020 | DiversityDocument Summarization | —Unverified | 0 |
| 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 |
| Query-Focused EHR Summarization to Aid Imaging Diagnosis | Apr 9, 2020 | Extractive Summarization | —Unverified | 0 |
| Automated Utterance Generation | Apr 7, 2020 | Extractive SummarizationQuestion Answering | —Unverified | 0 |
