BIRNDL 2019
Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries

Table of Contents

• Preface: 4th Joint Workshop on BIRNDL at SIGIR 2019 1-5
  Muthu Kumar Chandrasekaran, Philipp Mayr

Keynotes

• Personalized Feed/Query-formulation, Predictive Impact, and Ranking 6-7
  Alex D. Wade, Ivana Williams
• Discourse Processing for Text Analysis: Recent Successes, Current Challenges 8-14
  Bonnie Webber

Full papers

• Distant Supervision for Silver Label Generation of Software Mentions in Social Scientific Publications 15-27
  Katarina Boland, Frank Krüger
• Transfer Learning for Scientific Data Chain Extraction in Small Chemical Corpus with joint BERT-CRF Model 28-41
  Na Pang, Li Qian, Weimin Lyu, Jin-Dong Yang
• Revaluating Semantometrics from Computer Science Publications 42-55
  Christin Katharina Kreutz, Premtim Sahitaj, Ralf Schenkel
• Extracting and Matching Patent In-text References to Scientific Publications 56-69
  Suzan Verberne, Ioannis Chios, Jian Wang
• HITS Hits Readersourcing: Validating Peer Review Alternatives Using Network Analysis 70-82
  Michael Soprano, Kevin Roitero, Stefano Mizzaro

Short papers

• Supervised Learning for Automated Literature Review 83-91
  Jason Portenoy, Jevin D. West
• Can Models of Author Intention Support Quality Assessment of Content? 92-99
  Arlene J. Casey, Bonnie Webber, Dorota Glowacka
• Comparing Word Embeddings for Document Screening based on Active Learning 100-107
  Andres Carvallo, Denis Parra
• Towards Formula Concept Discovery and Recognition 108-115
  Philipp Scharpf, Moritz Schubotz, Howard S. Cohl, Bela Gipp

Poster papers

• CiteTracked: A Longitudinal Dataset of Peer Reviews and Citations 116-122
  Barbara Plank, Reinard van Dalen
• Evaluating the Availability of Open Citation Data 123-129
  Chifumi Nishioka, Michael Färber
• Why Machines Cannot Learn Mathematics, Yet 130-137
  André Greiner-Petter, Terry Ruas, Moritz Schubotz, Akiko Aizawa, William Grosky, Bela Gipp
• Identifying the Conceptual Space of Citation Contexts using Coreferences 138-144
  Marc Bertin, Pierre Jonin, Frédéric Armetta, Iana Atanassova
• Analysing Author Name Mentions in Citation Contexts of Highly Cited Publications 145-152
  Rajesh Piryani, Wolfgang Otto, Philipp Mayr, Vivek Kumar Singh

CL-SciSumm Shared Task

• Overview and Results: CL-SciSumm Shared Task 2019 153-166
  Muthu Kumar Chandrasekaran, Michihiro Yasunaga, Dragomir Radev, Dayne Freitag, Min-Yen Kan
• NaCTeM-UoM @ CL-SciSumm 2019 167-180
  Chrysoula Zerva, Minh-Quoc Nghiem, Nhung T.H. Nguyen, Sophia Ananiadou
• IR&TM-NJUST @ CLSciSumm-19 181-195
  Shutian Ma, Heng Zhang, Tianxiang Xu, Jin Xu, Shaohu Hu, Chengzhi Zhang
• CIST@CLSciSumm-19: Automatic Scientific Paper Summarization with Citances and Facets 196-207
  Lei Li, Yingqi Zhu, Yang Xie, Zuying Huang, Wei Liu, Xingyuan Li, Yinan Liu
• IRIT-IRIS at CL-SciSumm 2019: Matching Citances with their Intended Reference Text Spans from the Scientific Literature 208-213
  Yoann Pitarch, Karen Pinel-Sauvagnat, Gilles Hubert, Guillaume Cabanac, Ophelie Fraisier-Vannier
• Helium @ CL-SciSumm-19 : Transfer learning for effective scientific research comprehension 214-223
  Bakhtiyar Syed, Vijayasaradhi Indurthi, Balaji Vasan Srinivasan, Vasudeva Varma
• LaSTUS-TALN+INCO @ CL-SciSumm 2019 224-232
  Luis Chiruzzo, Ahmed AbuRa'ed, Alex Bravo, Horacio Saggion
• Poli2Sum@CL-SciSumm-19: Identify, Classify, and Summarize Cited Text Spans by means of Ensembles of Supervised Models 233-246
  Moreno La Quatra, Luca Cagliero, Elena Baralis
• NJU@CL-SciSumm-19 247-255
  Hyonil Kim, Shiyan Ou
• ATHENA@CL-SciSumm 2019: Siamese recurrent bi-directional neural network for identifying cited text spans 256-262
  Aris Fergadis, Dimitris Pappas, Haris Papageorgiou