The CL-SciSumm Shared Task 2018: Results and Key Insights
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Abstract (arXiv)
This overview describes the official results of the CL-SciSumm Shared Task 2018 -- the first medium-scale shared task on scientific document summarization in the computational linguistics (CL) domain. This year, the dataset comprised 60 annotated sets of citing and reference papers from the open access research papers in the CL domain. The Shared Task was organized as a part of the 41st Annual Conference of the Special Interest Group in Information Retrieval (SIGIR), held in Ann Arbor, USA in July 2018. We compare the participating systems in terms of two evaluation metrics. The annotated dataset and evaluation scripts can be accessed and used by the community from: urlhttps://github.com/WING-NUS/scisumm-corpus.
Key facts. Cited by 9 papers in the map (data through 7 Oct 2026). First posted on arXiv 2 Sep 2019.
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Citing papers per year: 2022: 5; 2023: 3; 2024: 1.
9 papers.
- 2022CORWA: A Citation-Oriented Related Work Annotation Datasetcited by 17
- 2022X-SCITLDR: Cross-Lingual Extreme Summarization of Scholarly Documentscited by 12
- 2022Automatic Related Work Generation: A Meta Studycited by 8
- 2022Sequence-Based Extractive Summarisation for Scientific Articlescited by 3
- 2024Explaining Relationships Among Research Paperscited by 3
- 2023Domain Aligned Prefix Averaging for Domain Generalization in Abstractive Summarizationcited by 1
- 2023Cited Text Spans for Citation Text Generationcited by 1
- 2022Community-Driven Comprehensive Scientific Paper Summarization: Insight from cvpaper.challengecited by 0
- 2023FinRED: A Dataset for Relation Extraction in Financial Domaincited by 0
- 2024Explaining Relationships Among Research Papers20 Feb 2024
- 2023Cited Text Spans for Citation Text Generation12 Sep 2023
- 2023FinRED: A Dataset for Relation Extraction in Financial Domain6 Jun 2023
- 2023Domain Aligned Prefix Averaging for Domain Generalization in Abstractive Summarization26 May 2023
- 2022X-SCITLDR: Cross-Lingual Extreme Summarization of Scholarly Documents30 May 2022
- 2022CORWA: A Citation-Oriented Related Work Annotation Dataset7 May 2022
- 2022Sequence-Based Extractive Summarisation for Scientific Articles7 Apr 2022
- 2022Community-Driven Comprehensive Scientific Paper Summarization: Insight from cvpaper.challenge17 Mar 2022
- 2022Automatic Related Work Generation: A Meta Study6 Jan 2022