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CLEF 2021: Virtual Event

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K. Selçuk Candan, Bogdan Ionescu, Lorraine Goeuriot, Birger Larsen, Henning Müller, Alexis Joly, Maria Maistro, Florina Piroi, Guglielmo Faggioli, Nicola Ferro:
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 12th International Conference of the CLEF Association, CLEF 2021, Virtual Event, September 21-24, 2021, Proceedings. Lecture Notes in Computer Science 12880, Springer 2021, ISBN 978-3-030-85250-4

Full Papers

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Abigail Alexander, Matthijs Mars, Josh C. Tingey, Haoyue Yu, Chris Backhouse, Sravana Reddy, Jussi Karlgren:
Audio Features, Precomputed for Podcast Retrieval and Information Access Experiments. 3-14
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Alaa Alhamzeh, Saptarshi Mukhopadhaya, Salim Hafid, Alexandre Bremard, Elöd Egyed-Zsigmond, Harald Kosch, Lionel Brunie:
A Hybrid Approach for Stock Market Prediction Using Financial News and Stocktwits. 15-26
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Esraa Ali, Annalina Caputo, Séamus Lawless, Owen Conlan:
Dataset Creation Framework for Personalized Type-Based Facet Ranking Tasks Evaluation. 27-39
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Francesco Antici, Luca Bolognini, Matteo Antonio Inajetovic, Bogdan Ivasiuk, Andrea Galassi, Federico Ruggeri:
SubjectivITA: An Italian Corpus for Subjectivity Detection in Newspapers. 40-52
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Timo Breuer, Melanie Pest, Philipp Schaer:
Evaluating Elements of Web-Based Data Enrichment for Pseudo-relevance Feedback Retrieval. 53-64
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  - conf/clef/DhrangadhariyaA21
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Anjani Dhrangadhariya, Gustavo Aguilar, Thamar Solorio, Roger Hilfiker, Henning Müller:
End-to-End Fine-Grained Neural Entity Recognition of Patients, Interventions, Outcomes. 65-77
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  - conf/clef/Fernandez-Pichel21
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Marcos Fernández-Pichel, David E. Losada, Juan Carlos Pichel, David Elsweiler:
Comparing Traditional and Neural Approaches for Detecting Health-Related Misinformation. 78-90
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Gabriela Nicole González Sáez, Philippe Mulhem, Lorraine Goeuriot:
Towards the Evaluation of Information Retrieval Systems on Evolving Datasets with Pivot Systems. 91-102
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Divi Galih Prasetyo Putri, Marco Viviani, Gabriella Pasi:
A Multi-Task Learning Model for Multidimensional Relevance Assessment. 103-115
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Ellery Smith, Andreas Weiler, Martin Braschler:
Skill Extraction for Domain-Specific Text Retrieval in a Job-Matching Platform. 116-128
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Mark Turner, Julia Ive, Sumithra Velupillai:
Linguistic Uncertainty in Clinical NLP: A Taxonomy, Dataset and Approach. 129-141

Best of 2020 Labs

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Benedikt T. Boenninghoff, Dorothea Kolossa, Robert M. Nickel:
Self-calibrating Neural-Probabilistic Model for Authorship Verification Under Covariate Shift. 145-158
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Rúben Cardoso, Zita Marinho, Afonso Mendes, Sebastião Miranda:
Priberam at MESINESP Multi-label Classification of Medical Texts Task. 159-172
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Sophia Chulif, Yang Loong Chang:
Herbarium-Field Triplet Network for Cross-Domain Plant Identification. 173-188
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Rodrigo Martínez-Castaño, Amal Htait, Leif Azzopardi, Yashar Moshfeghi:
BERT-Based Transformers for Early Detection of Mental Health Illnesses. 189-200
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Yin Ki Ng, Dallas J. Fraser, Besat Kassaie, Frank Wm. Tompa:
Dowsing for Math Answers. 201-212

Overviews 2021 Labs

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Behrooz Mansouri, Richard Zanibbi, Douglas W. Oard, Anurag Agarwal:
Overview of ARQMath-2 (2021): Second CLEF Lab on Answer Retrieval for Questions on Math. 215-238
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Anastasios Nentidis, Georgios Katsimpras, Eirini Vandorou, Anastasia Krithara, Luis Gascó, Martin Krallinger, Georgios Paliouras:
Overview of BioASQ 2021: The Ninth BioASQ Challenge on Large-Scale Biomedical Semantic Indexing and Question Answering. 239-263
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Preslav Nakov, Giovanni Da San Martino, Tamer Elsayed, Alberto Barrón-Cedeño, Rubén Míguez, Shaden Shaar, Firoj Alam, Fatima Haouari, Maram Hasanain, Watheq Mansour, Bayan Hamdan, Zien Sheikh Ali, Nikolay Babulkov, Alex Nikolov, Gautam Kishore Shahi, Julia Maria Struß, Thomas Mandl, Mücahid Kutlu, Yavuz Selim Kartal:
Overview of the CLEF-2021 CheckThat! Lab on Detecting Check-Worthy Claims, Previously Fact-Checked Claims, and Fake News. 264-291
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Yuan Li, Biaoyan Fang, Jiayuan He, Hiyori Yoshikawa, Saber A. Akhondi, Christian Druckenbrodt, Camilo Thorne, Zubair Afzal, Zenan Zhai, Timothy Baldwin, Karin Verspoor:
Overview of ChEMU 2021: Reaction Reference Resolution and Anaphora Resolution in Chemical Patents. 292-307
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Hanna Suominen, Lorraine Goeuriot, Liadh Kelly, Laura Alonso Alemany, Elias Bassani, Nicola Brew-Sam, Viviana Cotik, Darío Filippo, Gabriela González Sáez, Franco Luque, Philippe Mulhem, Gabriella Pasi, Roland Roller, Sandaru Seneviratne, Rishabh Upadhyay, Jorge Vivaldi, Marco Viviani, Chenchen Xu:
Overview of the CLEF eHealth Evaluation Lab 2021. 308-323
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Javier Parapar, Patricia Martín-Rodilla, David E. Losada, Fabio Crestani:
Overview of eRisk 2021: Early Risk Prediction on the Internet. 324-344
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Bogdan Ionescu, Henning Müller, Renaud Péteri, Asma Ben Abacha, Mourad Sarrouti, Dina Demner-Fushman, Sadid A. Hasan, Serge Kozlovski, Vitali Liauchuk, Yashin Dicente Cid, Vassili Kovalev, Obioma Pelka, Alba García Seco de Herrera, Janadhip Jacutprakart, Christoph M. Friedrich, Raul Berari, Andrei Tauteanu, Dimitri Fichou, Paul Brie, Mihai Dogariu, Liviu-Daniel Stefan, Mihai Gabriel Constantin, Jon Chamberlain, Antonio Campello, Adrian F. Clark, Thomas Oliver, Hassan Moustahfid, Adrian Popescu, Jerome Deshayes-Chossart:
Overview of the ImageCLEF 2021: Multimedia Retrieval in Medical, Nature, Internet and Social Media Applications. 345-370
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Alexis Joly, Hervé Goëau, Stefan Kahl, Lukás Picek, Titouan Lorieul, Elijah Cole, Benjamin Deneu, Maximilien Servajean, Andrew Durso, Isabelle Bolon, Hervé Glotin, Robert Planqué, Rafael Luis Ruiz De Castaneda, Willem-Pier Vellinga, Holger Klinck, Tom Denton, Ivan Eggel, Pierre Bonnet, Henning Müller:
Overview of LifeCLEF 2021: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction. 371-393
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Philipp Schaer, Timo Breuer, Leyla Jael Castro, Benjamin Wolff, Johann Schaible, Narges Tavakolpoursaleh:
Overview of LiLAS 2021 - Living Labs for Academic Search. 394-418
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Janek Bevendorff, Berta Chulvi, Gretel Liz De la Peña Sarracén, Mike Kestemont, Enrique Manjavacas, Ilia Markov, Maximilian Mayerl, Martin Potthast, Francisco Rangel, Paolo Rosso, Efstathios Stamatatos, Benno Stein, Matti Wiegmann, Magdalena Wolska, Eva Zangerle:
Overview of PAN 2021: Authorship Verification, Profiling Hate Speech Spreaders on Twitter, and Style Change Detection. 419-431
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  - conf/clef/ErmakovaBBKMNOS21a
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Liana Ermakova, Patrice Bellot, Pavel Braslavski, Jaap Kamps, Josiane Mothe, Diana Nurbakova, Irina Ovchinnikova, Eric SanJuan:
Overview of SimpleText 2021 - CLEF Workshop on Text Simplification for Scientific Information Access. 432-449
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Alexander Bondarenko, Lukas Gienapp, Maik Fröbe, Meriem Beloucif, Yamen Ajjour, Alexander Panchenko, Chris Biemann, Benno Stein, Henning Wachsmuth, Martin Potthast, Matthias Hagen:
Overview of Touché 2021: Argument Retrieval. 450-467

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