| Vol-2127 urn:nbn:de:0074-2127-8 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.

# ProfS-KG4IR-Data:Search 2018
SIGIR 2018 Workshops: ProfS, KG4IR, and DATA:SEARCH

### Joint Proceedings of the First International Workshop on Professional Search (ProfS2018); the Second Workshop on Knowledge Graphs and Semantics for Text Retrieval, Analysis, and Understanding (KG4IR); and the International Workshop on Data Search (DATA:SEARCH’18)
Co-located with (ACM SIGIR 2018)

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

Edited by

### Laura Dietz (University of New Hampshire)
Laura Koesten (The Open Data Institute, Univ. of Southampton)
Suzan Verberne (Leiden University)

## Table of Contents

- Preface

### ProfS2018: First International Workshop on Professional Search

- First International Workshop on Professional Search – Preface 1-2
  Suzan Verberne, Jiyin He, Udo Kruschwitz, Birger Larsen, Tony Russell-Rose, Arjen P. de Vries
- Search and Recommendation in the Enterprise (abstract of invited talk) 3
  Paul Bennett
- Research Challenges in Legal Discovery and Investigations (abstract of invited talk) 4
  David D. Lewis
- Automatic Shortlisting of Candidates in Recruitment 5-11
  Girish Keshav Palshikar, Rajiv Srivastava, Mahek Shah, Sachin Pawar
- Searching for Relevant Lessons Learned Using Hybrid Information Retrieval Classifiers: A Case Study in Software Engineering 12-17
  Tamer Mohamed Abdellatif, Luiz Fernando Capretz, Danny Ho
- Refresh Strategies in Continuous Active Learning 18-23
  Nimesh Ghelani, Gordon V. Cormack, Mark D. Smucker
- Validating the Importance of Work Tasks for Professional Search (position paper) 24-28
  Thomas Schoegje, Toine Pieters, Egon L. van den Broek
- Challenges in the Development of Effective Systems for Professional Legal Search 29-34
  Piyush Arora, Murhaf Hossari, Alfredo Maldonado, Clare Conran, Gareth J. F. Jones
- Explainable IR for Personalizing Professional Search (position paper) 35-42
  Suzan Verberne

### KG4IR'18: Knowledge Graphs and Semantics for Text Retrieval, Analysis and Understanding

- KG4IR The Second Workshop on Knowledge Graphs and Semantics for Text Retrieval, Analysis, and Understanding – Preface 43-44
  Laura Dietz, Chenyan Xiong, Jeff Dalton, Edgar Meij
- Distributional Representation of Complex Semantics (invited paper) 45
  Kuansan Wang
- Overcoming Low-Utility Facets for Complex Answer Retrieval 46-47
  Sean MacAvaney, Andrew Yates, Arman Cohan, Luca Soldaini, Kai Hui, Nazli Goharian, Ophir Frieder
- Learning New Type Representations from Knowledge Graphs (invited paper) 48
  Soumen Chakrabarti
- Neural Variational Entity Set Expansion for Automatically Populated Knowledge Graphs 49-50
  Pushpendre Rastogi, Adam Poliak, Vince Lyzinski, Benjamin Van Durme
- Summarizing Entities using Distantly Supervised Information Extractors 51-58
  Travis Wolfe, Annabelle Carrell, Mark Dredze , Benjamin Van Durme
- Automated Knowledge Hierarchy Assessment 59-60
  Guruprasad Nayak, Sourav Dutta, Deepak Ajwani, Pat Nicholson, Alessandra Sala
- Project Alexandria – In Pursuit of Commonsense AI (invited paper) 61
  Scott Wen-tau Yih
- Open Knowledge Network (invited paper) 62
  Chaitan Baru
- WordNetContext: Information Retrieval-friendly Access to WordNet Senses 63-64
  Chumki Basu, Laura Dietz, Christiane Fellbaum

### DATA:SEARCH'18: International Workshop on Searching Data on the Web

- DATA:SEARCH'18 -- Searching Data on the Web – Preface 65-66
  Paul Groth, Laura Koesten, Philipp Mayr, Maarten de Rijke, Elena Simperl
- Table Retrieval and Generation (invited paper) 67
  Krisztian Balog
- Recognizing Quantity Names for Tabular Data 68-73
  Yang Yi, Zhiyu Chen, Jeff Heflin, Brian D. Davison

2018-06-30: submitted by Laura Dietz, metadata incl. bibliographic data published under Creative Commons CC0
2018-06-30: published on CEUR-WS.org |valid HTML5|