| CCSBench: Evaluating Compositional Controllability in LLMs for Scientific Document Summarization | Oct 16, 2024 | Document SummarizationScientific Document Summarization | —Unverified | 0 |
| Hierarchical Attention Graph for Scientific Document Summarization in Global and Local Level | May 16, 2024 | Document SummarizationExtractive Summarization | CodeCode Available | 0 |
| Contrastive Hierarchical Discourse Graph for Scientific Document Summarization | May 31, 2023 | Contrastive LearningDocument Summarization | —Unverified | 0 |
| Making Science Simple: Corpora for the Lay Summarisation of Scientific Literature | Oct 18, 2022 | ArticlesLay Summarization | CodeCode Available | 1 |
| Overview of the First Shared Task on Multi Perspective Scientific Document Summarization (MuP) | Oct 1, 2022 | Document SummarizationScientific Document Summarization | CodeCode Available | 1 |
| Multi Perspective Scientific Document Summarization With Graph Attention Networks (GATS) | Oct 1, 2022 | Document SummarizationExtractive Text Summarization | —Unverified | 0 |
| LTRC @MuP 2022: Multi-Perspective Scientific Document Summarization Using Pre-trained Generation Models | Oct 1, 2022 | Document SummarizationScientific Document Summarization | CodeCode Available | 0 |
| Team AINLPML @ MuP in SDP 2021: Scientific Document Summarization by End-to-End Extractive and Abstractive Approach | Oct 1, 2022 | Document SummarizationExtractive Summarization | —Unverified | 0 |
| Overview of the Third Workshop on Scholarly Document Processing | Oct 1, 2022 | Document SummarizationGraph Generation | —Unverified | 0 |
| GUIR @ MuP 2022: Towards Generating Topic-aware Multi-perspective Summaries for Scientific Documents | Oct 1, 2022 | Document SummarizationScientific Document Summarization | —Unverified | 0 |
| Zero-Shot Aspect-Based Scientific Document Summarization using Self-Supervised Pre-training | May 1, 2022 | Document SummarizationScientific Document Summarization | CodeCode Available | 0 |
| Zero-Shot Aspect-Based Scientific Document Summarization using Self-Supervised Pre-training | Nov 16, 2021 | Document SummarizationScientific Document Summarization | —Unverified | 0 |
| Leveraging Information Bottleneck for Scientific Document Summarization | Oct 4, 2021 | Document SummarizationLanguage Modeling | —Unverified | 0 |
| CIST@CL-SciSumm 2020, LongSumm 2020: Automatic Scientific Document Summarization | Nov 1, 2020 | Abstractive Text SummarizationDocument Summarization | —Unverified | 0 |
| IITP-AI-NLP-ML@ CL-SciSumm 2020, CL-LaySumm 2020, LongSumm 2020 | Nov 1, 2020 | ArticlesDecoder | —Unverified | 0 |
| Dimsum @LaySumm 20: BART-based Approach for Scientific Document Summarization | Oct 19, 2020 | Document SummarizationLay Summarization | CodeCode Available | 1 |
| A Multi-level Annotated Corpus of Scientific Papers for Scientific Document Summarization and Cross-document Relation Discovery | May 1, 2020 | Document SummarizationMulti-Document Summarization | —Unverified | 0 |
| ScisummNet: A Large Annotated Corpus and Content-Impact Models for Scientific Paper Summarization with Citation Networks | Sep 4, 2019 | Scientific Document SummarizationText Summarization | CodeCode Available | 0 |
| The CL-SciSumm Shared Task 2018: Results and Key Insights | Sep 2, 2019 | Document SummarizationInformation Retrieval | CodeCode Available | 0 |
| Overview and Results: CL-SciSumm Shared Task 2019 | Jul 23, 2019 | Document SummarizationInformation Retrieval | CodeCode Available | 0 |
| Scientific document summarization via citation contextualization and scientific discourse | Jun 12, 2017 | Document SummarizationScientific Document Summarization | —Unverified | 0 |
| Vector Space Models for Scientific Document Summarization | Jun 1, 2015 | Dimensionality ReductionDocument Summarization | —Unverified | 0 |
