| Vol-2002 urn:nbn:de:0074-2002-0 Copyright © 2017 for the individual papers by the papers' authors. Copying permitted for private and academic purposes. This volume is published and copyrighted by its editors.

# CL-SciSumm 2017
Computational Linguistics Scientific Summarization Shared Task

### Proceedings of the Computational Linguistics Scientific Summarization Shared Task (CL-SciSumm 2017)
organized as a part of the 2nd Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2017) and co-located with the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017)

### Tokyo, Japan, August 11, 2017.

Edited by

### Kokil Jaidka *
Muthu Kumar Chandrasekaran **
Min-Yen Kan **

* University of Pennsylvania, USA
** National University of Singapore, Singapore

The CL-SciSumm Shared Task is run off the CL-SciSumm corpus, and comprises three sub-tasks in automatic research paper summarization on a new corpus of research papers. The corpus comprises ACL Computational Linguistics research papers, their citing papers and three output summaries each. The three output summaries comprise: the traditional self-summary of the paper (the abstract), the community summary (the collection of citation sentences ‘citances’) and a human summary written by a trained annotator. In 2017, the CL-SciSumm Shared Task was held as a part of the BIRNDL 2017 workshop, collocated with SIGIR 2017.

## Table of Contents

### Editorial

- The CL-SciSumm Shared Task 2017: Results and Key Insights 1-15
  Kokil Jaidka, Muthu Kumar Chandrasekaran, Devanshu Jain, Min-Yen Kan

### Papers

- NJUST @ CLSciSumm-17 16-25
  Shutian Ma, Jin Xu, Jie Wang, Chengzhi Zhang
- WING-NUS at CL-SciSumm 2017: Learning from Syntactic and Semantic Similarity for Citation Contextualization 26-32
  Animesh Prasad
- University of Mannheim @ CLSciSumm-17: Citation-Based Summarization of Scientific Articles Using Semantic Textual Similarity 33-42
  Anne Lauscher, Goran Glavas, Kai Eckert
- CIST@CLSciSumm-17: Multiple Features Based Citation Linkage, Classification and Summarization 43-54
  Lei Li, Yazhao Zhang, Liyuan Mao, Junqi Chi, Moye Chen, Zuying Huang
- LaSTUS/TALN @ CLSciSumm-17: Cross-document Sentence Matching and Scientific Text Summarization Systems 55-66
  Ahmed Abura'ed, Luis Chiruzzo, Horacio Saggion, Pablo Accuosto, Alex Bravo
- Graz University of Technology at CL-SciSumm 2017: Query Generation Strategies 67-72
  Thomas Felber, Roman Kern
- University of Houston @ CL-SciSumm 2017: Positional language Models, Structural Correspondence Learning and Textual Entailment 73-85
  Samaneh Karimi, Luis Moraes, Avisha Das, Rakesh Verma
- PKU @ CLSciSumm-17: Citation Contextualization 86-93
  Dongxu Zhang, Sujian Li
- SciSumm 2017: Employing Word Vectors for Identifying, Classifying and Summarizing Scientific Documents 94-98
  Aniket Pramanick, Salma Mandi, Monalisa Dey, Dipankar Das

2017-11-20: submitted by Kokil Jaidka, metadata incl. bibliographic data published under Creative Commons CC0
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