| Vol-2132 urn:nbn:de:0074-2132-3 Copyright © 2018 for the individual papers by the papers' authors. Copying permitted for private and academic purposes. This volume is published and copyrighted by its editors.

# BIRNDL 2018
Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries

### Proceedings of the 3rd Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2018)
co-located with the 41st International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018)

### Ann Arbor, USA, July 12, 2018.

Edited by

### Philipp Mayr *
Muthu Kumar Chandrasekaran **
Kokil Jaidka ***

* GESIS - Leibniz Institute for the Social Sciences, Cologne, Germany
** National University of Singapore, Singapore
*** University of Pennsylvania, USA

## Table of Contents

- Editorial for the 3rd Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL) at SIGIR 2018 1-5
  Philipp Mayr, Muthu Kumar Chandrasekaran, Kokil Jaidka

### Keynote paper

- Automating Biomedical Evidence Synthesis: Recent Work and Directions Forward 6-9
  Byron Wallace

### Full papers

- Time-aware Collaborative Topic Regression: Towards Higher Relevance in Textual Item Recommendation 10-23
  Anas Alzogbi
- Query-focused Scientific Paper Summarization with Localized Sentence Representation 24-31
  Kazutoshi Shinoda, Akiko Aizawa
- Impact of the Query Set on the Evaluation of Expert Finding Systems 32-45
  Robin Brochier, Adrien Guille, Benjamin Rothan, Julien Velcin

### Poster papers

- Representing Mathematical Formulae in Content MathML using Wikidata 46-59
  Philipp Scharpf, Moritz Schubotz, Bela Gipp
- Addressing Overgeneration Error: An Effective and Effcient Approach to Keyphrase Extraction from Scientific Papers 60-73
  Haofeng Jia, Erik Saule

### System papers

- The CL-SciSumm Shared Task 2018: Results and Key Insights 74-83
  Kokil Jaidka, Michihiro Yasunaga, Muthu Kumar Chandrasekaran, Dragomir Radev, Min-Yen Kan
- CIST@CLSciSumm-18: Methods for Computational Linguistics Scientific Citation Linkage, Facet Classification and Summarization 84-95
  Lei Li, Junqi Chi, Moye Chen, Zuying Huang, Yingqi Zhu, Xiangling Fu
- CLSciSumm Shared Task: On the Contribution of Similarity measure and Natural Language Processing Features for Citing Problem 96-101
  Elnaz Davoodi, Kanika Madan, Jia Gu
- NUDT @ CLSciSumm-18 102-113
  Pancheng Wang, Shasha Li, Ting Wang, Haifang Zhou, Jintao Tang
- NJUST @ CLSciSumm-18 114-129
  Shutian Ma, Heng Zhang, Jin Xu, Chengzhi Zhang
- IIIT-H @ CLScisumm-18 130-133
  Kritika Agrawal, Aakash Mittal
- Klick Labs at CL-SciSumm 2018 134-141
  Gaurav Baruah, Maheedhar Kolla
- University of Houston @ CL-SciSumm 2018 142-149
  Luis F.T. De Moraes, Avisha Das, Samaneh Karimi, Rakesh Verma
- LaSTUS/TALN+INCO @ CL-SciSumm 2018 - Using Regression and Convolutions for Cross-document Semantic Linking and Summarization of Scholarly Literature 150-163
  Ahmed Abura'ed, Alex Bravo, Luis Chiruzzo, Horacio Saggion
- NLP-NITMZ @ CLScisumm-18 164-171
  Dipanwita Debnath, Amika Achom, Partha Pakray
- CL-SciSumm Shared Task - Team Magma 172-176
  Hector Martinez Alonso, Raheleh Makki, Jia Gu

2018-07-09: submitted by Philipp Mayr, metadata incl. bibliographic data published under Creative Commons CC0
2018-07-09: published on CEUR-WS.org |valid HTML5|