| Vol-3178 urn:nbn:de:0074-3178-2 Copyright © 2022 for the individual papers by the papers' authors. Copyright © 2022 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# CIRCLE 2022
Information Retrieval Communities in Europe 2022

### Proceedings of the 2nd Joint Conference of the Information Retrieval Communities in Europe (CIRCLE 2022)

### Samatan, Gers, France, July 4-7, 2022.

Edited by

### Lynda Tamine *
Enrique Amigó **
Josiane Mothe ***

* Université Toulouse III - Paul Sabatier, IRIT, UMR5505 CNRS, Toulouse, France
** Universidad Nacional de Educación a Distancia (UNED), Departamento de Lenguajes y Sistemas Infromáticos, Madrid, Spain
*** Université Toulouse - Jean Jaurès, INSPE, IRIT UMR5505 CNRS, Toulouse, France

## Table of Contents

- Preface
  Lynda Tamine, Enrique Amigó, Josiane Mothe

### Keynotes

- Information Retrieval Is Going Conversational (keynote)
  Evangelos Kanoulas
- From opinion mining to document search: an overview of applicative use-cases along with practical implementation issues and open research questions (keynote)
  Géraldine Damnati

### Session 1: Text Classification

- Text Clustering based on Multi-View Representations
  Eya Hammami, Rim Faiz
- Adapting Transformers for Multi-Label Text Classification
  Haytame Fallah, Patrice Bellot, Emmanuel Bruno, Elisabeth Murisasco
- Deep Unordered Composition for Multi-label Classification Applied to Skill Prediction
  Yann Duperis, Adrian-Gabriel Chifu, Bernard Espinasse, Sébastien Fournier, Arthur Kuehn
- Active Learning and the Saerens-Latinne-Decaestecker Algorithm: An Evaluation
  Alessio Molinari, Andrea Esuli, Fabrizio Sebastiani

### Session 2: Legal Domain and Social Media Analysis

- TemporalWord Embeddings for Early Detection of Signs of Depression
  Manuel Couto, Anxo Pérez, Javier Parapar
- Multi-task Learning for Hate Speech and Aggression Detection
  Faneva Ramiandrisoa
- Effect of Hierarchical Domain-specific Language Models and Attention in the Classification of Decisions for Legal Cases
  Nishchal Prasad, Mohand Boughanem, Taoufiq Dkaki

### Session 3: Recommendation and Search

- Fusion strategies to combine topical and temporal information for publication venue recommendation
  Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete
- Tag-based embedding representations in neural collaborative filtering approaches
  Tahar-Rafik Boudiba, Taoufiq Dkaki
- Supporting Serendipitous Recommendations With Knowledge Graphs
  Oliver Baumann Mirco Schoenfeld
- An Argument-based Search Framework: Implementation on a Spanish Corpus in the E-Participation Domain
  Andrés Segura-Tinoco, Óscar G. Borzdynski, Iván Cantador

### Session 4: Medical information access

- Relevance Model Augmented with Inter-Collection Co-occurrence Statistics for Ad-hoc Retrieval in Precision Medicine
  Sonal Mishra, Procheta Sen, Debasis Ganguly, Prasenjit Majumder
- Multi-element protocol on IR experiments stability: Application to the TREC-COVID test collection
  Gabriela Gonzalez-Saez, Philippe Mulhem, Lorraine Goeuriot, Petra Galuščáková

### Session 5: Automatic Labelling and Relation Extraction

- Exploring Models for Automatic Keyword Labelling of Scientific Documents
  Jorge Gabín, M. Eduardo Ares, Javier Parapar
- Exploring SBERT and Mixup Data Augmentation in Rhetorical Role Labeling of Indian Legal Sentences
  Alexandre G. de Lima, Mohand Boughanem, Eduardo Henrique da S. Aranha, Taoufiq Dkaki, Jose G. Moreno
- Studies on Interactive Event Detection and Labeling from Timestamped Texts
  Corentin Forler, Előd Egyed-Zsigmond

### My work in 120 seconds

- TIPS: Search and Analytics for Social Science Research (demo)
  Emanuele Di Buccio, Alberto Cammozzo, Federico Neresini, Alberto Zanatta
- Social Minder: a Tool for Social Media Monitoring and its Use for Detecting COVID-19 Misinformation (demo)
  Marcos Fernández-Pichel, David E. Losada, Juan C. Pichel
- Interactive Query Clarification and Refinement via User Simulation - Abstract
  Pierre Erbacher, Ludovic Denoyer, Laure Soulier
- On the Usability of Transformers-based models for a French Question-Answering task - abstract
  Oralie Cattan, Christophe Servan, Sophie Rosset
- When Truncated Rankings Are Better and How to Measure That – Abstract
  Enrique Amigó, Stefano Mizzaro, Damiano Spina
- Selective Query processing: A Risk Sensitive Approach - Abstract
  Josiane Mothe, Md Zia Ullah
- A Study of Lexical Matching in Neural Information Retrieval - Abstract⋆
  Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant
- Using CoST on self-assessment domain expertise in complex search tasks
  Cheyenne Dosso, Jose G. Moreno, Aline Chevalier, Lynda Tamine
- Using CHERCHE to Empower Newcomers into Neural Information Retrieval – Extended Abstract
  Raphaël Sourty, Jose G. Moreno, Lynda Tamine, Francois-Paul Servant
- On the Reproduciblity and Robustness of Query Performance Prediction Experiments - An Extended Abstract
  Suchana Datta, Debasis Ganguly, Mandar Mitra, Derek Greene
- Accounting for User’s Knowledge and Search Goals in Information Retrieval Evaluation - Extended Abstract
  Dima El-Zein, Célia da-Costa-Pereira
- Does Structure Matter? Leveraging Data-to-Text Generation for Answering Complex Information Needs – Abstract
  Hanane Djeddal, Thomas Gerald, Laure Soulier, Karen Pinel-Sauvagnat, Lynda Tamine
- Intra-document Block Pre-ranking for BERT-based Long Document Information Retrieval - Abstract
  Minghan Li, Eric Gaussier
- Calor-Dial : a corpus for Conversational Question Answering on French encyclopedic documents
  Frédéric Béchet, Ludivine Robert, Lina Rojas-Barahona, Géraldine Damnati
- A Study on the Impact of Class Distribution on Deep Learning—The Case of Histological Images and Cancer Detection - Extended Abstract
  Ismat Ara Reshma, Josiane Mothe, Sylvain Cussat-Blanc, Hervé Luga, Camille Franchet, Margot Gaspard, Pierre Brousset, Radu Tudor Ionescu
- Continual Learning of Long Topic Sequences in Neural Information Retrieval - abstract
  Thomas Gerald, Laure Soulier

2022-06-22: submitted by Josiane Mothe metadata incl. bibliographic data published under Creative Commons CC0
2022-07-29: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|