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Advances in Information Retrieval

44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10–14, 2022, Proceedings, Part II

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Matthias Hagen

    1. Martin Luther University Halle-Wittenberg, Halle, Germany

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  2. Suzan Verberne

    1. Leiden University, Leiden, The Netherlands

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  3. Craig Macdonald

    1. University of Glasgow, Glasgow, UK

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  4. Christin Seifert

    1. University of Duisburg-Essen, Essen, Germany

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  5. Krisztian Balog

    1. University of Stavanger, Stavanger, Norway

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  6. Kjetil Nørvåg

    1. Norwegian University of Science and Technology, Trondheim, Norway

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  7. Vinay Setty

    1. University of Stavanger, Stavanger, Norway

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13186)

Included in the following conference series:

Conference proceedings info: ECIR 2022.

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About this book

This two-volume set LNCS 13185 and 13186 constitutes the refereed proceedings of the 44th European Conference on IR Research, ECIR 2022, held in April 2022, due to the COVID-19 pandemic.

The 35 full papers presented together with 11 reproducibility papers, 13 CLEF lab descriptions papers, 12 doctoral consortium papers, 5 workshop abstracts, and 4 tutorials abstracts were carefully reviewed and selected from 395 submissions.


Chapters “Leveraging Customer Reviews for E-commerce Query Generation” and “End to End Neural Retrieval for Patent Prior Art Search” are available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.


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Table of contents (76 papers)

  1. Front Matter

    Pages i-xxx
    Download chapter PDF

  2. Short Papers

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Improving BERT-based Query-by-Document Retrieval with Multi-task Optimization

      • Amin Abolghasemi, Suzan Verberne, Leif Azzopardi
      Pages 3-12

    3. Passage Retrieval on Structured Documents Using Graph Attention Networks

      • Lucas Albarede, Philippe Mulhem, Lorraine Goeuriot, Claude Le Pape-Gardeux, Sylvain Marie, Trinidad Chardin-Segui
      Pages 13-21

    4. Expert Finding in Legal Community Question Answering

      • Arian Askari, Suzan Verberne, Gabriella Pasi
      Pages 22-30

    5. Towards Building Economic Models of Conversational Search

      • Leif Azzopardi, Mohammad Aliannejadi, Evangelos Kanoulas
      Pages 31-38

    6. Evaluating the Use of Synthetic Queries for Pre-training a Semantic Query Tagger

      • Elias Bassani, Gabriella Pasi
      Pages 39-46

    7. A Light-Weight Strategy for Restraining Gender Biases in Neural Rankers

      • Amin Bigdeli, Negar Arabzadeh, Shirin Seyedsalehi, Morteza Zihayat, Ebrahim Bagheri
      Pages 47-55

    8. Recommender Systems: When Memory Matters

      • Aleksandra Burashnikova, Marianne Clausel, Massih-Reza Amini, Yury Maximov, Nicolas Dante
      Pages 56-63

    9. Groupwise Query Performance Prediction with BERT

      • Xiaoyang Chen, Ben He, Le Sun
      Pages 64-74

    10. How Can Graph Neural Networks Help Document Retrieval: A Case Study on CORD19 with Concept Map Generation

      • Hejie Cui, Jiaying Lu, Yao Ge, Carl Yang
      Pages 75-83

    11. Leveraging Content-Style Item Representation for Visual Recommendation

      • Yashar Deldjoo, Tommaso Di Noia, Daniele Malitesta, Felice Antonio Merra
      Pages 84-92

    12. Does Structure Matter? Leveraging Data-to-Text Generation for Answering Complex Information Needs

      • Hanane Djeddal, Thomas Gerald, Laure Soulier, Karen Pinel-Sauvagnat, Lynda Tamine
      Pages 93-101

    13. Temporal Event Reasoning Using Multi-source Auxiliary Learning Objectives

      • Xin Dong, Tanay Kumar Saha, Ke Zhang, Joel Tetreault, Alejandro Jaimes, Gerard de Melo
      Pages 102-110

    14. Enhanced Sentence Meta-Embeddings for Textual Understanding

      • Sourav Dutta, Haytham Assem
      Pages 111-119

    15. Match Your Words! A Study of Lexical Matching in Neural Information Retrieval

      • Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant
      Pages 120-127

    16. CARES: CAuse Recognition for Emotion in Suicide Notes

      • Soumitra Ghosh, Swarup Roy, Asif Ekbal, Pushpak Bhattacharyya
      Pages 128-136

    17. Identifying Suitable Tasks for Inductive Transfer Through the Analysis of Feature Attributions

      • Alexander J. Hepburn, Richard McCreadie
      Pages 137-143

    18. Establishing Strong Baselines For TripClick Health Retrieval

      • Sebastian Hofstätter, Sophia Althammer, Mete Sertkan, Allan Hanbury
      Pages 144-152

    19. Less is Less: When are Snippets Insufficient for Human vs Machine Relevance Estimation?

      • Gabriella Kazai, Bhaskar Mitra, Anlei Dong, Nick Craswell, Linjun Yang
      Pages 153-162
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Other volumes

  1. Advances in Information Retrieval

  2. Advances in Information Retrieval

Editors and Affiliations

  • Martin Luther University Halle-Wittenberg, Halle, Germany

    Matthias Hagen

  • Leiden University, Leiden, The Netherlands

    Suzan Verberne

  • University of Glasgow, Glasgow, UK

    Craig Macdonald

  • University of Duisburg-Essen, Essen, Germany

    Christin Seifert

  • University of Stavanger, Stavanger, Norway

    Krisztian Balog, Vinay Setty

  • Norwegian University of Science and Technology, Trondheim, Norway

    Kjetil Nørvåg

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