Description |
1 online resource (xiii, 380 pages) : illustrations |
Series |
Lecture notes in computer science, 0302-9743 ; 9822 |
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LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI |
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Lecture notes in computer science ; 9822. 0302-9743
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LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI.
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Contents |
Intro; Preface; Organization; Contents; Cross Language Information Retrieval and Evaluation; Show Me How to Tie a Tie: Evaluation of Cross-Lingual Video Retrieval; 1 Introduction; 2 Related Work; 3 Data; 4 Results; 4.1 Manual Analysis of 1,000 Queries; 4.2 Machine Translation; 4.3 Video Retrieval Evaluation; 5 Conclusions; References; The CLEF Monolingual Grid of Points; 1 Introduction; 2 Overview of CLEF Monolingual Tasks; 3 Grid of Points; 4 Analysis of the Grid of Points; 5 Final Remarks; References; A Test Collection for Research on Depression and Language Use; 1 Introduction |
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2 Building a Textual Collection for Depression2.1 Selection of Data Source; 2.2 Depression Group; 2.3 Control Group; 2.4 Texts Extracted; 2.5 Resulting Collection; 3 Early Prediction Task; 3.1 Evaluation Metric; 4 Baseline Experiments; 5 Conclusions; References; Assessors Agreement: A Case Study Across Assessor Type, Payment Levels, Query Variations and Relevance Dimensions; 1 Introduction; 2 Related Work; 3 Data; 4 Agreements for Topical Relevance Assessments; 4.1 Inter-assessor Agreement Among Paid Assessors; 4.2 Influence of Assessor Type and Payment Level |
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4.3 Assessor Agreement Across Query Variations5 Agreements for Understandability Assessments; 5.1 Inter-assessor Agreement Among Paid Assessors; 5.2 Influence of Assessor Type and Payment Level; 5.3 Assessors Agreement Across Query Variations; 6 Conclusions; References; Reranking Hypotheses of Machine-Translated Queries for Cross-Lingual Information Retrieval; 1 Introduction; 2 Related Work; 3 Experimental Setting; 3.1 Data; 3.2 Retrieval System; 3.3 Translation System; 4 Method; 5 Experiments and Results; 5.1 Monolingual Performance; 5.2 Baseline; 5.3 Oracle Results; 5.4 n-best List Merging |
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5.5 Reranking6 Conclusions; References; Classification, Profiling and Suggestion; Two-Way Parsimonious Classification Models for Evolving Hierarchies; 1 Introduction; 2 Related Work; 3 Hierarchical Significant Words Language Models; 3.1 Model Parsimonization; 3.2 Estimating HSWLM; 4 HSWLM for Evolving Hierarchies; 4.1 Data Collection and Experimental Settings; 4.2 Classification Across Periods; 4.3 Invariance of Models; 5 Conclusions; References; Effects of Language and Terminology on the Usage of Health Query Suggestions; 1 Introduction; 2 Related Work; 3 Suggestion Tool; 4 Experiment |
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5 Data Analysis6 Use of Suggestions; 6.1 Analysis by Language; 6.2 Analysis by Terminology; 7 Discussion; 8 Conclusion; References; Predicting Contextually Appropriate Venues in Location-Based Social Networks; 1 Introduction; 2 Related Work; 3 Problem Statement; 4 Contextual Aspect Features; 4.1 Categorical and Temporal Features; 4.2 Term-Based Features; 5 Venue Dimension Classification Evaluation; 5.1 Crowdsourcing Venue Annotations; 5.2 Experimental Setup; 5.3 Experimental Results; 6 Ranking Contextually Appropriate Venues; 6.1 Experimental Setup; 6.2 Experimental Results; 7 Conclusions |
Summary |
This book constitutes the refereed proceedings of the 7th International Conference of the CLEF Initiative, CLEF 2016, held in Toulouse, France, in September 2016. The 10 full papers and 8 short papers presented together with 5 best of the labs papers were carefully reviewed and selected from 36 submissions. In addition to these talks, this volume contains the results of 7 benchmarking labs reporting their year long activities in overview talks and lab sessions. The papers address all aspects of information access in any modality and language and cover a broad range of topics in the fields of multilingual and multimodal information access evaluation |
Notes |
International conference proceedings |
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Includes author index |
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Online resource; title from PDF title page (SpringerLink, viewed August 29, 2016) |
Subject |
Natural language processing (Computer science) -- Congresses
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Information retrieval.
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Computational linguistics.
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Artificial intelligence.
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Natural language & machine translation.
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Computers -- System Administration -- Storage & Retrieval.
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Language Arts & Disciplines -- Linguistics -- General.
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Computers -- Intelligence (AI) & Semantics.
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Computers -- Speech & Audio Processing.
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Computers -- Information Technology.
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Natural language processing (Computer science)
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Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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Form |
Electronic book
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Author |
Fuhr, Norbert, editor.
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Quaresma, Paulo, editor
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Gonçalves, Teresa, editor
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Larsen, Birger, editor.
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Balog, Krisztian, editor.
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Macdonald, Craig, Dr., editor.
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Cappellato, Linda, editor
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Ferro, Nicola, editor.
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ISBN |
9783319445649 |
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3319445642 |
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