國立高雄大學圖資館 |

Experimental IR meets multilinguality, multimodality, and interaction12th International Conference of the CLEF Association, CLEF 2021 virtual event, September 21-24, 2021 : proceedings /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Experimental IR meets multilinguality, multimodality, and interactionedited by K. Selcuk Candan ... [et al.].
Reminder of title:	12th International Conference of the CLEF Association, CLEF 2021 virtual event, September 21-24, 2021 : proceedings /
remainder title:	CLEF 2021
other author:	Candan, K. Selcuk.
Corporate Body:	Cross-Language Evaluation Forum.
Published:	Cham :Springer International Publishing :2021.
Description:	xxii, 471 p. :ill. (chiefly col.), digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Natural language processing (Computer science)
Online resource:	https://doi.org/10.1007/978-3-030-85251-1
ISBN:	9783030852511$q(electronic bk.)

Experimental IR meets multilinguality, multimodality, and interaction12th International Conference of the CLEF Association, CLEF 2021 virtual event, September 21-24, 2021 : proceedings /
Cross-Language Evaluation Forum.ConferenceOnline)2021 :

Experimental IR meets multilinguality, multimodality, and interaction12th International Conference of the CLEF Association, CLEF 2021 virtual event, September 21-24, 2021 : proceedings /[electronic resource] :CLEF 2021edited by K. Selcuk Candan ... [et al.]. - Cham :Springer International Publishing :2021. - xxii, 471 p. :ill. (chiefly col.), digital ;24 cm. - Lecture notes in computer science,128800302-9743 ;. - Lecture notes in computer science ;4891..

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.

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.

ISBN: 9783030852511$q(electronic bk.)

Standard No.: 10.1007/978-3-030-85251-1doiSubjects--Topical Terms:

200539
Natural language processing (Computer science)

LC Class. No.: Z667.5 / .C76 2021

Dewey Class. No.: 025.04

Experimental IR meets multilinguality, multimodality, and interaction12th International Conference of the CLEF Association, CLEF 2021 virtual event, September 21-24, 2021 : proceedings /
LDR:04913nmm a2200361 a 4500 001 616019
003 DE-He213
005 20220114122751.0
006 m d
007 cr nn 008maaau
008 220831s2021 sz s 0 eng d
020 $a 9783030852511$q(electronic bk.)
020 $a 9783030852504$q(paper)
024 7 $a 10.1007/978-3-030-85251-1 $2 doi
035 $a 978-3-030-85251-1
040 $a GP $c GP
041 0 $a eng
050 4 $a Z667.5 $b .C76 2021
072 7 $a UYQL $2 bicssc
072 7 $a COM073000 $2 bisacsh
072 7 $a UYQL $2 thema
082 0 4 $a 025.04 $2 23
090 $a Z667.5 $b .E96 2021
110 2 $a Cross-Language Evaluation Forum. $b Conference $n (12th : $d 2021 : $c Online) $3 914926
245 1 0 $a Experimental IR meets multilinguality, multimodality, and interaction $h [electronic resource] : $b 12th International Conference of the CLEF Association, CLEF 2021 virtual event, September 21-24, 2021 : proceedings / $c edited by K. Selcuk Candan ... [et al.].
246 3 $a CLEF 2021
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2021.
300 $a xxii, 471 p. : $b ill. (chiefly col.), digital ; $c 24 cm.
490 1 $a Lecture notes in computer science, $x 0302-9743 ; $v 12880
490 1 $a Information systems and applications, incl. internet/web, and HCI
505 0 $a 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.
520 $a 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.
650 0 $a Natural language processing (Computer science) $3 200539
650 1 4 $a Natural Language Processing (NLP) $3 826373
650 2 4 $a Computer Engineering and Networks. $3 913124
650 2 4 $a Computer Vision. $3 913138
650 2 4 $a Computer Application in Social and Behavioral Sciences. $3 913134
700 1 $a Candan, K. Selcuk. $3 285085
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a Lecture notes in computer science ; $v 4891. $3 383229
830 0 $a Information systems and applications, incl. internet/web, and HCI. $3 822022
856 4 0 $u https://doi.org/10.1007/978-3-030-85251-1
950 $a Computer Science (SpringerNature-11645)