[PDF][PDF] NJUST@ CLSciSumm-18.

S Ma, H Zhang, J Xu, C Zhang - BIRNDL@ SIGIR, 2018 - ceur-ws.org
… This paper introduces NJUST system which is submitted in CLSciSumm 2018 Shared Task
at BIRNDL 2018 Workshop. The training corpus contains 40 articles which are created by …

[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 …

IR&TM-NJUST@ CLSciSumm 20

H Zhang, L Liu, R Wang, S Hu, S Ma… - Proceedings of the First …, 2020 - aclanthology.org
This paper mainly introduces our methods for Task 1A and Task 1B of CL-SciSumm 2020.
Task 1A is to identify reference text in reference paper. Traditional machine learning models …

[PDF][PDF] NUDT@ CLSciSumm-18.

P Wang, S Li, T Wang, H Zhou… - BIRNDL …, 2018 - star.informatik.rwth-aachen.de
In this paper, we introduce the NUDT system for this year’s CL-SciSumm 2018 task at the
BIRNDL 2018 Workshop. For task 1a, we identify the related text spans referred to the citation …

[PDF][PDF] CIST@ CLSciSumm-18: Methods for Computational Linguistics Scientific Citation Linkage, Facet Classification and Summarization.

L Li, J Chi, M Chen, Z Huang, Y Zhu… - BIRNDL …, 2018 - star.informatik.rwth-aachen.de
… We develop it based on our former one called CIST@CLSciSumm-17 [7]. We try to improve
… the newly proposed algorithm is just on its way, still remains full potential to be discovered. …

[PDF][PDF] NLP-NITMZ@ CLScisumm-18.

D Debnath, A Achom, P Pakray - BIRNDL@ SIGIR, 2018 - academia.edu
… The system NJUST@CLscisumm17 used different similarity measure as features for example
LDA, … In [3], CIST@ CLSciSumm-17 used multiple features based on citation linkage for the …

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 …

[PDF][PDF] CIST@ CLSciSumm-17: Multiple Features Based Citation Linkage, Classification and Summarization.

L Li, Y Zhang, L Mao, J Chi, M Chen, Z Huang - BIRNDL@ SIGIR (2), 2017 - ceur-ws.org
… Else if it contains none of them, we just classify it as the facet of Method. … just use the facet
whose coverage is the highest as the final class. if some facets’ overage are same, then we just

Lastus/taln@ clscisumm-17: Cross-document sentence matching and scientific text summarization systems

AGT AbuRa'ed, L Chiruzzo, H Saggion, P Accuosto… - 2017 - repositori.upf.edu
… We used a modified version of the Jaccard similarity index that takes into consideration
the inverted frequency of the word in a corpus instead of just the word occurrences. For this …

University of mannheim@ clscisumm-17: Citation-based summarization of scientific articles using semantic textual similarity

A Lauscher, G Glavaš, K Eckert - CEUR workshop …, 2017 - madoc.bib.uni-mannheim.de
The number of publications is rapidly growing and it is essential to enable fast access and
analysis of relevant articles. In this paper, we describe a set of methods based on measuring …