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Advances in Information Retrieval

42nd European Conference on IR Research, ECIR 2020, Lisbon, Portugal, April 14–17, 2020, Proceedings, Part II

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Joemon M. Jose

    1. University of Glasgow, Glasgow, UK

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  2. Emine Yilmaz

    1. University College London, London, UK

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  3. João Magalhães

    1. Universidade NOVA de Lisboa, Lisbon, Portugal

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  4. Pablo Castells

    1. Universidad Autónoma de Madrid, Madrid, Spain

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  5. Nicola Ferro

    1. University of Padua, Padua, Italy

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  6. Mário J. Silva

    1. Universidade de Lisboa, Lisbon, Portugal

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  7. Flávio Martins

    1. Universidade NOVA de Lisboa, Lisbon, Portugal

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12036)

Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)

Included in the following conference series:

Conference proceedings info: ECIR 2020.

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About this book

This two-volume set LNCS 12035 and 12036 constitutes the refereed proceedings of the 42nd European Conference on IR Research, ECIR 2020, held in Lisbon, Portugal, in April 2020.* 

The 55 full papers presented together with 8 reproducibility papers, 46 short papers, 10 demonstration papers, 12 invited CLEF papers, 7 doctoral consortium papers, 4 workshop papers, and 3 tutorials were carefully reviewed and selected from 457 submissions. They were organized in topical sections named:

Part I: deep learning I; entities; evaluation; recommendation; information extraction; deep learning II; retrieval; multimedia; deep learning III; queries; IR – general; question answering, prediction, and bias; and deep learning IV.

Part II: reproducibility papers; short papers; demonstration papers; CLEF organizers lab track; doctoral consortium papers; workshops; and tutorials.

*Due to the COVID-19 pandemic, this conference was held virtually.

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Table of contents (89 papers)

  1. Front Matter

    Pages i-xxxix
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  2. Reproducibility Papers

    1. Front Matter

      Pages 1-1
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    2. Knowledge Graph Entity Alignment with Graph Convolutional Networks: Lessons Learned

      • Max Berrendorf, Evgeniy Faerman, Valentyn Melnychuk, Volker Tresp, Thomas Seidl
      Pages 3-11

    3. The Effect of Content-Equivalent Near-Duplicates on the Evaluation of Search Engines

      • Maik Fröbe, Jan Philipp Bittner, Martin Potthast, Matthias Hagen
      Pages 12-19

    4. From MAXSCORE to Block-Max Wand: The Story of How Lucene Significantly Improved Query Evaluation Performance

      • Adrien Grand, Robert Muir, Jim Ferenczi, Jimmy Lin
      Pages 20-27

    5. Which BM25 Do You Mean? A Large-Scale Reproducibility Study of Scoring Variants

      • Chris Kamphuis, Arjen P. de Vries, Leonid Boytsov, Jimmy Lin
      Pages 28-34

    6. The Unfairness of Popularity Bias in Music Recommendation: A Reproducibility Study

      • Dominik Kowald, Markus Schedl, Elisabeth Lex
      Pages 35-42

    7. Reproducibility is a Process, Not an Achievement: The Replicability of IR Reproducibility Experiments

      • Jimmy Lin, Qian Zhang
      Pages 43-49

    8. On the Replicability of Combining Word Embeddings and Retrieval Models

      • Luca Papariello, Alexandros Bampoulidis, Mihai Lupu
      Pages 50-57

    9. Influence of Random Walk Parametrization on Graph Embeddings

      • Fabian Schliski, Jörg Schlötterer, Michael Granitzer
      Pages 58-65

  3. Short Papers

    1. Front Matter

      Pages 67-67
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    2. Calling Attention to Passages for Biomedical Question Answering

      • Tiago Almeida, Sérgio Matos
      Pages 69-77

    3. Neural Embedding-Based Metrics for Pre-retrieval Query Performance Prediction

      • Negar Arabzadeh, Fattane Zarrinkalam, Jelena Jovanovic, Ebrahim Bagheri
      Pages 78-85

    4. A Latent Model for Ad Hoc Table Retrieval

      • Ebrahim Bagheri, Feras Al-Obeidat
      Pages 86-93

    5. Hybrid Semantic Recommender System for Chemical Compounds

      • Márcia Barros, André Moitinho, Francisco M. Couto
      Pages 94-101

    6. Assessing the Impact of OCR Errors in Information Retrieval

      • Guilherme Torresan Bazzo, Gustavo Acauan Lorentz, Danny Suarez Vargas, Viviane P. Moreira
      Pages 102-109

    7. Towards Query Logs for Privacy Studies: On Deriving Search Queries from Questions

      • Asia J. Biega, Jana Schmidt, Rishiraj Saha Roy
      Pages 110-117

    8. Machine-Actionable Data Management Plans: A Knowledge Retrieval Approach to Automate the Assessment of Funders’ Requirements

      • João Cardoso, Diogo Proença, José Borbinha
      Pages 118-125

    9. Session-Based Path Prediction by Combining Local and Global Content Preferences

      • Kushal Chawla, Niyati Chhaya
      Pages 126-132

    10. Unsupervised Ensemble of Ranking Models for News Comments Using Pseudo Answers

      • Soichiro Fujita, Hayato Kobayashi, Manabu Okumura
      Pages 133-140
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Other volumes

  1. Advances in Information Retrieval

  2. Advances in Information Retrieval

Editors and Affiliations

  • University of Glasgow, Glasgow, UK

    Joemon M. Jose

  • University College London, London, UK

    Emine Yilmaz

  • Universidade NOVA de Lisboa, Lisbon, Portugal

    João Magalhães, Flávio Martins

  • Universidad Autónoma de Madrid, Madrid, Spain

    Pablo Castells

  • University of Padua, Padua, Italy

    Nicola Ferro

  • Universidade de Lisboa, Lisbon, Portugal

    Mário J. Silva

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