The cl-scisumm shared task 2018: Results and key insights

K Jaidka, M Yasunaga, MK Chandrasekaran… - arxiv preprint arxiv …, 2019 - arxiv.org
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 …

Overview and results: Cl-scisumm shared task 2019

MK Chandrasekaran, M Yasunaga, D Radev… - arxiv preprint arxiv …, 2019 - arxiv.org
The CL-SciSumm Shared Task is the first medium-scale shared task on scientific document
summarization in the computational linguistics~(CL) domain. In 2019, it comprised three …

Cited text span identification for scientific summarisation using pre-trained encoders

C Zerva, MQ Nghiem, NTH Nguyen, S Ananiadou - Scientometrics, 2020 - Springer
We present our approach for the identification of cited text spans in scientific literature, using
pre-trained encoders (BERT) in combination with different neural networks. We further …

Leveraging full-text article exploration for citation analysis

M La Quatra, L Cagliero, E Baralis - Scientometrics, 2021 - Springer
Scientific articles often include in-text citations quoting from external sources. When the cited
source is an article, the citation context can be analyzed by exploring the article full-text. To …

[PDF][PDF] IR&TM-NJUST@ CLSciSumm-19.

S Ma, H Zhang, T Xu, J Xu, S Hu, C Zhang - BIRNDL@ SIGIR, 2019 - ceur-ws.org
This paper introduces IR&TM-NJUST system submitted in CL-SciSumm 2019 Shared Task
at BIRNDL 2019 Workshop. Overall, there are three basic tasks. Task 1A is to identify cited …

Cited text spans identification with an improved balanced ensemble model

P Wang, S Li, H Zhou, J Tang, T Wang - Scientometrics, 2019 - Springer
Scientific summarization aims to provide condensed summary of important contributions of
scientific papers. This problem has been extensively explored and recent interest has been …

A Modified Hybrid Method to Identify Cited Spans

N Weimin, O Shiyan - Data Analysis and Knowledge …, 2023 - manu44.magtech.com.cn
[Objective] This paper proposes a new algorithm to identify the cited contents, aiming to
address the issues facing the existing unsupervised models and extend the granularity of …

[PDF][PDF] Helium@ CL-SciSumm-19: Transfer learning for effective scientific research comprehension.

B Syed, V Indurthi, BV Srinivasan, V Varma - BIRNDL@ SIGIR, 2019 - web2py.iiit.ac.in
Automatic research paper summarization is a fairly interesting topic that has garnered
significant interest in the research community in recent years. In this paper, we introduce …

[PDF][PDF] Transfer learning for effective scientific research comprehension

B Syed, V Indurthi, BV Srinivasan, V Varma - BIRNDL2019, 2019 - web2py.iiit.ac.in
Automatic research paper summarization is a fairly interesting topic that has garnered
significant interest in the research community in recent years. In this paper, we introduce …