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Advances in Information Retrieval

43rd European Conference on IR Research, ECIR 2021, Virtual Event, March 28 – April 1, 2021, Proceedings, Part I

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Djoerd Hiemstra

    1. Radboud University Nijmegen, Nijmegen, The Netherlands

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  2. Marie-Francine Moens

    1. Department of Computer Science, Katholieke Universiteit Leuven, Heverlee, Belgium

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  3. Josiane Mothe

    1. Toulouse Institute of Computer Science Research, Toulouse, France

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  4. Raffaele Perego

    1. Istituto di Scienza e Tecnologie dell’Informazione, Consiglio Nazionale delle Ricerche, Pisa, Italy

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  5. Martin Potthast

    1. Leipzig University, Leipzig, Germany

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  6. Fabrizio Sebastiani

    1. Istituto di Scienza e Tecnologie dell’Informazione, Consiglio Nazionale delle Ricerche, Pisa, Italy

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12656)

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 2021.

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Table of contents (51 papers)

  1. Front Matter

    Pages i-xxxiii
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  2. Full Papers

    1. Front Matter

      Pages 1-1
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    2. Stay on Topic, Please: Aligning User Comments to the Content of a News Article

      • Jumanah Alshehri, Marija Stanojevic, Eduard Dragut, Zoran Obradovic
      Pages 3-17

    3. An E-Commerce Dataset in French for Multi-modal Product Categorization and Cross-Modal Retrieval

      • Hesam Amoualian, Parantapa Goswami, Pradipto Das, Pablo Montalvo, Laurent Ach, Nathaniel R. Dean
      Pages 18-31

    4. FedeRank: User Controlled Feedback with Federated Recommender Systems

      • Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Antonio Ferrara, Fedelucio Narducci
      Pages 32-47

    5. Active Learning for Entity Alignment

      • Max Berrendorf, Evgeniy Faerman, Volker Tresp
      Pages 48-62

    6. Exploring Classic and Neural Lexical Translation Models for Information Retrieval: Interpretability, Effectiveness, and Efficiency Benefits

      • Leonid Boytsov, Zico Kolter
      Pages 63-78

    7. Coreference Resolution in Research Papers from Multiple Domains

      • Arthur Brack, Daniel Uwe Müller, Anett Hoppe, Ralph Ewerth
      Pages 79-97

    8. How Do Simple Transformations of Text and Image Features Impact Cosine-Based Semantic Match?

      • Guillem Collell, Marie-Francine Moens
      Pages 98-114

    9. An Enhanced Evaluation Framework for Query Performance Prediction

      • Guglielmo Faggioli, Oleg Zendel, J. Shane Culpepper, Nicola Ferro, Falk Scholer
      Pages 115-129

    10. Open-Domain Conversational Search Assistant with Transformers

      • Rafael Ferreira, Mariana Leite, David Semedo, Joao Magalhaes
      Pages 130-145

    11. Complement Lexical Retrieval Model with Semantic Residual Embeddings

      • Luyu Gao, Zhuyun Dai, Tongfei Chen, Zhen Fan, Benjamin Van Durme, Jamie Callan
      Pages 146-160

    12. Classifying Scientific Publications with BERT - Is Self-attention a Feature Selection Method?

      • Andres Garcia-Silva, Jose Manuel Gomez-Perez
      Pages 161-175

    13. Valuation of Startups: A Machine Learning Perspective

      • Mariia Garkavenko, Hamid Mirisaee, Eric Gaussier, Agnès Guerraz, Cédric Lagnier
      Pages 176-189

    14. Disparate Impact in Item Recommendation: A Case of Geographic Imbalance

      • Elizabeth Gómez, Ludovico Boratto, Maria Salamó
      Pages 190-206

    15. You Get What You Chat: Using Conversations to Personalize Search-Based Recommendations

      • Ghazaleh H. Torbati, Andrew Yates, Gerhard Weikum
      Pages 207-223

    16. Joint Autoregressive and Graph Models for Software and Developer Social Networks

      • Rima Hazra, Hardik Aggarwal, Pawan Goyal, Animesh Mukherjee, Soumen Chakrabarti
      Pages 224-237

    17. Mitigating the Position Bias of Transformer Models in Passage Re-ranking

      • Sebastian Hofstätter, Aldo Lipani, Sophia Althammer, Markus Zlabinger, Allan Hanbury
      Pages 238-253

    18. Exploding TV Sets and Disappointing Laptops: Suggesting Interesting Content in News Archives Based on Surprise Estimation

      • Adam Jatowt, I-Chen Hung, Michael Färber, Ricardo Campos, Masatoshi Yoshikawa
      Pages 254-269

    19. Label Definitions Augmented Interaction Model for Legal Charge Prediction

      • Liangyi Kang, Jie Liu, Lingqiao Liu, Dan Ye
      Pages 270-283
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Other volumes

  1. Advances in Information Retrieval

  2. Advances in Information Retrieval

Keywords

About this book

This two-volume set LNCS 12656 and 12657 constitutes the refereed proceedings of the 43rd European Conference on IR Research, ECIR 2021, held virtually in March/April 2021, due to the COVID-19 pandemic.

The 50 full papers presented together with 11 reproducibility papers, 39 short papers, 15 demonstration papers, 12 CLEF lab descriptions papers, 5 doctoral consortium papers, 5 workshop abstracts, and 8 tutorials abstracts were carefully reviewed and selected from 436 submissions.

The accepted contributions cover the state of the art in IR: deep learning-based information retrieval techniques, use of entities and knowledge graphs, recommender systems, retrieval methods, information extraction, question answering, topic and prediction models, multimedia retrieval, and much more.

Editors and Affiliations

  • Radboud University Nijmegen, Nijmegen, The Netherlands

    Djoerd Hiemstra

  • Department of Computer Science, Katholieke Universiteit Leuven, Heverlee, Belgium

    Marie-Francine Moens

  • Toulouse Institute of Computer Science Research, Toulouse, France

    Josiane Mothe

  • Istituto di Scienza e Tecnologie dell’Informazione, Consiglio Nazionale delle Ricerche, Pisa, Italy

    Raffaele Perego, Fabrizio Sebastiani

  • Leipzig University, Leipzig, Germany

    Martin Potthast

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