Experimental IR Meets Multilinguality, Multimodality, and Interaction
12th International Conference of the CLEF Association, CLEF 2021, Virtual Event, September 21–24, 2021, Proceedings
K. Selçuk Candan (Redaktør) ; Bogdan Ionescu (Redaktør) ; Lorraine Goeuriot (Redaktør) ; Birger Larsen (Redaktør) ; Henning Müller (Redaktør) ; Alexis Joly (Redaktør) ; Maria Maistro (Redaktør) ; Florina Piroi (Redaktør) ; Guglielmo Faggioli (Redaktør) ; Nicola Ferro (Redaktør)
This book constitutes the refereed proceedings of the 12th International Conference of the CLEF Association, CLEF 2021, held
virtually in September 2021.The conference has a clear focus on experimental information retrieval with special attention to the challenges of multimodality, multilinguality, and interactive search
ranging from unstructured to semi structures and structured data. Les mer
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Paperback
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Vår pris:
1096,-
(Paperback)
Fri frakt!
Leveringstid:
Usikker levering*
*Vi bestiller varen fra forlag i utlandet.
Dersom varen finnes, sender vi den så snart vi får den til lager
This book constitutes the refereed proceedings of the 12th International Conference of the CLEF Association, CLEF 2021, held
virtually in September 2021.The conference has a clear focus on experimental information retrieval with special attention
to the challenges of multimodality, multilinguality, and interactive search ranging from unstructured to semi structures and
structured data.
The 11 full papers presented in this volume were carefully reviewed and selected from 21 submissions. This year, the contributions addressed the following challenges: application of neural methods for entity recognition as well as misinformation detection in the health area, skills extraction in job-match databases, stock market prediction using financial news, and extraction of audio features for podcast retrieval.
In addition to this, the volume presents 5 "best of the labs" papers which were reviewed as full paper submissions with the same review criteria. 12 lab overview papers were accepted and represent scientific challenges based on new data sets and real world problems in multimodal and multilingual information access.
The 11 full papers presented in this volume were carefully reviewed and selected from 21 submissions. This year, the contributions addressed the following challenges: application of neural methods for entity recognition as well as misinformation detection in the health area, skills extraction in job-match databases, stock market prediction using financial news, and extraction of audio features for podcast retrieval.
In addition to this, the volume presents 5 "best of the labs" papers which were reviewed as full paper submissions with the same review criteria. 12 lab overview papers were accepted and represent scientific challenges based on new data sets and real world problems in multimodal and multilingual information access.
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Utgitt:
2021
Forlag: Springer Nature Switzerland AG
Innbinding: Paperback
Språk: Engelsk
Sider: 471
ISBN: 9783030852504
Format: 24 x 16 cm
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Full Papers.- Audio Features, Precomputed for Podcast Retrieval and Information Access Experiments.- A Hybrid Approach for
Stock Market Prediction Using Financial News and Stocktwits.- Dataset Creation Framework for Personalized Type-based Facet
Ranking Tasks Evaluation.- SubjectivITA: An Italian Corpus for Subjectivity Detection in Newspapers.- Evaluating Elements
of Web-based Data Enrichment for Pseudo-Relevance Feedback Retrieval.- End-to-end Fine-grained Neural Entity Recognition of
Patients, Interventions, and Outcomes.- Comparing Traditional and Neural Approaches for detecting Health-related Misinformation.-
Towards the evaluation of Information Retrieval Systems on evolving datasets with pivot systems.- A Multi-Task Learning Model
for Multidimensional Relevance Assessment.- Skill Extraction for Domain-Specific Text Retrieval in a Job-Matching Platform.-
Linguistic Uncertainty in Clinical NLP: a Taxonomy, Dataset and Approach.- Best of 2020 Labs.- Self-Calibrating Neural-Probabilistic
Model for Authorship Verification Under Covariate Shift.- Priberam at MESINESP Multi-label Classification of Medical Texts
Task.- Herbarium-Field Triplet Network for Cross-Domain Plant Identification.- BERT-based Transformers for Early Detection
of Mental Health Illnesses.- Dowsing for Math Answers.- Overviews 2021 Labs.- Overview of ARQMath-2 (2021): Second CLEFLab
on Answer Retrieval for Questions on Math.- Overview of BioASQ 2021: The ninth BioASQ challenge on Large-Scale Biomedical
Semantic Indexing and Question Answering.- The CLEF-2021 CheckThat! Lab on Detecting Check-Worthy Claims, Previously Fact-Checked
Claims, and Fake News.- Overview of ChEMU 2021: Reaction Reference Resolution and Anaphora Resolution in Chemical Patents.-
Overview of the CLEF eHealth Evaluation Lab 2021.- Overview of eRisk 2021: Early Risk Prediction on the Internet.- Overview
of the ImageCLEF 2021: Multimedia Retrieval in Medical, Nature, Internet and Social Media Applications.- Overview of LifeCLEF
2021: an Evaluation of Machine-Learning based Species Identification and Species Distribution Prediction.- Overview of LiLAS
2021 - Living Labs for Academic Search.- Overview of PAN 2021: Authorship Verification, Pro ling Hate Speech Spreaders on
Twitter, and Style Change Detection.- Overview of SimpleText 2021 - CLEF Workshop on Text Simplification for Scientific Information
Access.- Overview of Touch e 2021: Argument Retrieval.