Vol-3209⫷ Vol-3210 ⫸Vol-3211
urn:nbn:de:0074-3210-6

Copyright © 2022 for the individual papers by the papers' authors. Copyright © 2022 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International ( CC BY 4.0 ) .

EEKE 2022
Extraction and Evaluation of Knowledge Entities from Scientific Documents

3rd Workshop on Extraction and Evaluation of Knowledge Entities from Scientific Documents 2022 (EEKE 2022)
co-located with the JCDL 2022

Germany and Online, 23-24 June, 2022 .

Edited by

Chengzhi Zhang *
Philipp Mayr
Wei Lu *
Yi Zhang ****

* Nanjing University of Science and Technology , China
** GESIS - Leibniz Institute for the Social Sciences , Knowledge Technologies for the Social Sciences, Cologne, Germany
*** Wuhan University , China
**** University of Technology Sydney , Australia

Table of Contents

Preface to the 3rd Workshop on Extraction and Evaluation of Knowledge Entities from Scientific Documents at JCDL 2022 1-4
Chengzhi Zhang , Philipp Mayr , Wei Lu , Yi Zhang

Session 1: Extraction Method of Knowledge Entity

Beyond Tasks, Methods, and Metrics: Extracting Metrics-driven Mechanism from the Abstracts of AI Articles 5-18
Yongqiang Ma , Jiawei Liu , Wei Lu , Qikai Cheng
A Bootstrapped Chinese Biomedical Named Entity Recognition Model Incorporating Lexicons 19-28
Liangping Ding , Zhixiong Zhang , Huan Liu
2SCE-4SL: A 2-Stage Causality Extraction Framework for Scientific Literature 29-40
Yujie Zhang , Rujiang Bai , Ling Kong , Xiaoyue Wang
A Semi-supervised Transfer Learning Framework for Low Resource Entity and Relation Extraction in Scientific Domain (short paper) 41-47
Hao Wang , Xian-Ling Mao , Heyan Huang

Session 2: Application of Knowledge Entity Extraction

Evaluation of Embedding Models for Automatic Extraction and Classification of Acknowledged Entities in Scientific Documents (short paper) 48-55
Nina Smirnova , Philipp Mayr
Topic Distribution of China’s Data Governance Policies: A Full-text Highlighted Clue Word Approach (short paper) 56-63
Bikun Chen , Yuxin Liu , Kuan Bai
Medical Schema Matching using Knowledge Graph Embedding (short paper) 64-68
Chaoyu Gao , Tianxing Wu , Shengqi Jing , Yuxiang Wang
Analyzing Research Diversity of Scholars Based on Multi-dimensional Calculation of Entities (short paper) 69-73
Chuhan Wang , Tongyang Zhang , Yi Bu , Jian Xu
Automatic Construction of Technology Function Matrix (short paper) 74-79
Xiang Shi , Zikun Feng , Jiawei Liu , Qikai Cheng , Wei Lu

Session 3: Knowledge Entity and Bibliometrics

Characterizing Knowledge Entity Extracted from Citation Sentences 80-91
Dongin Nam , Jiwon Kim , Jeeyoung Yoon , Chaemin Song , Seongdeok Kim , Min Song
Covid-19 Knowledge Deconstruction and Retrieval: Solutions of Intelligent Bibliometrics 92-103
Mengjia Wu , Yi Zhang , Mark Markley , Caitlin Cassidy , Nils Newman , Alan Porter
Detecting Technological Recombination using Semantic Analysis and Dynamic Network Analysis 104-117
Lu Huang , Xiaoli Cao , Yijie Cai , Hang Ren , Tianbin Xing , Peifeng Ye
A Hybrid Approach to Identify and Forecast Technological Opportunities Based on Topic Modeling and Sentiment Analysis (short paper) 118-126
Tingting Ma , Ruiping Cheng , Hongshu Chen , Xiao Zhou

Session 4: Poster

A Corpus for Entity Recognition in COVID-19 Full-text Literature (poster) 127-130
Xin An , Mengmeng Zhang , Shuo Xu
Interdisciplinary Topics Extraction and Evolution Analysis (poster) 131-133
Zhongyi Wang , Jing Chen , Jiangping Chen , Haihua Chen
SciGraph: A Knowledge Graph Constructed by Function and Topic Annotation of Scientific Papers (poster) 134-137
Yuchen Yan , Chong Chen
Named Entity Recognition for Science and Technology Policy Dynamics (poster) 138-141
Wenjiao Zhen , Bolin Hua

Summary: There were 24 papers submitted for peer-review to this workshop. Out of these, 17 papers were accepted for this volume, 6 as regular papers, 7 as short papers and, 4 as poster.

2022-07-21: submitted by Chengzhi Zhang, metadata incl. bibliographic data published under Creative Commons CC0
2022-09-11 : published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) | valid HTML5 |