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Neural information retrieval: introduction to the special issue

Nick Craswell, W. Bruce Croft, Maarten de Rijke, Jiafeng Guo, Bhaskar Mitra
2017 Information retrieval (Boston)  
We further like to thank all the authors who submitted their work and the reviewers who spent time and effort providing invaluable feedback in the making of this special issue.  ...  Acknowledgements We thank Charles Clarke, co-editor of the journal, for his guidance during the editing of this special issue.  ...  Introduction The applications of neural network models, shallow or deep, to information retrieval (IR) tasks falls under the purview of neural IR.  ... 
doi:10.1007/s10791-017-9323-9 fatcat:xzl5wtc67bgwhiru2prdw4k6oe

Language and Emotion: Introduction to the Special Issue

Kristen A. Lindquist
2021 Affective Science  
The work that fills the pages of this special issue draws from interdisciplinary domains to weigh in on the relationship between language and emotion in semantics, cross-linguistic experience, development  ...  , emotion perception, emotion experience and regulation, and neural representation.  ...  In this brief introduction to the special issue, I discuss why these findings are so fascinating and important by situating them in the existing literature and looking to still-unanswered questions.  ... 
doi:10.1007/s42761-021-00049-7 pmid:34056621 pmcid:PMC8144866 fatcat:4afncoqh3fgqhac2ym5ttbfngi

Introduction to the JINS Special Issue: Motor Cognition

Guy Vingerhoets, Deborah Harrington
2017 Journal of the International Neuropsychological Society  
Introduction to the JINS special issue: motor cognition Fig. 1 . 1 Aspects of motor cognition and associated clinical phenomena.  ...  The last two studies of this special issue pertain to more theoretical questions with regard to motor cognition.  ... 
doi:10.1017/s1355617717000078 fatcat:sfi2jutirzed5mn4ybrjo6pqoq

Introduction to the special issue on learning semantics

Antoine Bordes, Léon Bottou, Ronan Collobert, Dan Roth, Jason Weston, Luke Zettlemoyer
2013 Machine Learning  
Computational linguists use the term semantics (Lewis 1970) to refer to the possible interpretations of natural language sentences.  ...  A key ambition of AI is to render computers able to evolve and interact with the real world.  ...  This special issue would not have been possible without the contributions of many people. We wish to sincerely thank all the authors for submitting their work to this special issue.  ... 
doi:10.1007/s10994-013-5381-4 fatcat:7i5ubznmabewldc5asxj3xqfru

Formal Distributional Semantics: Introduction to the Special Issue

Gemma Boleda, Aurélie Herbelot
2016 Computational Linguistics  
And we most heartily thank the authors and reviewers of the Special Issue for their hard work, as well as the journal editor, Paola Merlo, for her guidance and support.  ...  This project has received funding from the European Union's Horizon 2020 research and innovation programme under the Marie Skłodowska-Curie grant agreement no 655577 (LOVe) as well as the ERC 2011 Starting  ...  Introduction to the Articles in this Special Issue We started this introduction with an example that illustrated the many complex layers of semantics that are necessary to understand a text fragment.  ... 
doi:10.1162/coli_a_00261 fatcat:ie3l5wdkdffydhrenkn3ubp5mq

HYPO'S legacy: introduction to the virtual special issue

T. J. M. Bench-Capon
2017 Artificial Intelligence and Law  
I am also grateful to all the members of the AI and Law community, too numerous to mention individually, with whom I have worked on, and talked about, reasoning with legal cases over the past thirty years  ...  , and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.  ...  to kick-start (seed) an information retrieval system.  ... 
doi:10.1007/s10506-017-9201-1 fatcat:sk66tzozc5gxpalm6jtqg7f6pm

Bridging divergent neural models of recognition memory: Introduction to the special issue and commentary on key issues

Joel L. Voss, Ken A. Paller
2010 Hippocampus  
This special issue as a whole should thus facilitate advancements in the future study of the neural mechanisms of recognition. V V C 2010 Wiley-Liss, Inc.  ...  As the articles in this special issue make clear, great strides have been made in understanding how organisms are able to appreciate repetition.  ...  Retrieval can occur for context information other than the specific information that is probed by the memory test.  ... 
doi:10.1002/hipo.20851 pmid:20882547 fatcat:sx3lg6djijfkfjvatjuieeqtma

Introduction to the special issue on word sense disambiguation

Judita Preiss, Mark Stevenson
2004 Computer Speech and Language  
In this Special Issue V eronis' paper on ''HyperLex: Lexical Cartography for Information Retrieval'' is an example of an applicationbased evaluation of WSD.  ...  One of the important contributions of this work is to demonstrate that the HyperLex system can be used to enhance the performance of an information retrieval system.  ... 
doi:10.1016/j.csl.2004.05.005 fatcat:nwastybu55h6xo6htx2sjdd2gy

Improving Biomedical Information Retrieval with Neural Retrievers

Man Luo, Arindam Mitra, Tejas Gokhale, Chitta Baral
2022 PROCEEDINGS OF THE THIRTIETH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE AND THE TWENTY-EIGHTH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE  
In this paper, we seek to improve information retrieval (IR) using neural retrievers (NR) in the biomedical domain, and achieve this goal using a three-pronged approach.  ...  Second, we develop two novel pre-training tasks that are closely aligned to the downstream task of information retrieval.  ...  The views and opinions of the authors expressed herein do not necessarily state or reflect those of the funding agencies and employers.  ... 
doi:10.1609/aaai.v36i10.21352 fatcat:a3nmdcdqsvayvahgt2lkolyuqm

Improving Biomedical Information Retrieval with Neural Retrievers [article]

Man Luo, Arindam Mitra, Tejas Gokhale, Chitta Baral
2022 arXiv   pre-print
In this paper, we seek to improve information retrieval (IR) using neural retrievers (NR) in the biomedical domain, and achieve this goal using a three-pronged approach.  ...  Second, we develop two novel pre-training tasks that are closely aligned to the downstream task of information retrieval.  ...  Any opinions, findings, or recommendations expressed in this material are those of the authors and do not necessarily reflect the views of the supporting agencies.  ... 
arXiv:2201.07745v1 fatcat:u4x346mylvhjbcuvezdgkitkky

New perspectives on childhood memory: introduction to the special issue

Qi Wang, Sami Gülgöz
2018 Memory  
INTRODUCTION New perspectives on childhood memory: introduction to the special issue Qi Wang a and Sami Gülgöz b a Department of Human Development, Cornell University, Ithaca, NY, USA; b Department of  ...  Several studies in the special issue have examined the estimated age of adults' earliest childhood memories.  ... 
doi:10.1080/09658211.2018.1537119 fatcat:rdc4cfg77jfwdd6qemqjdqysr4

Introduction to the Special Issue on Cross-Language Algorithms and Applications

Marta R. Costa-jussà, Srinivas Bangalore, Patrik Lambert, Lluís Màrquez, Elena Montiel-Ponsoda
2016 The Journal of Artificial Intelligence Research  
In this introduction, we provide the reader with the motivation for this special issue and summarize the contributions of the papers that have been included.  ...  parsing, information retrieval and knowledge representation.  ...  Acknowledgements The authors want to thank Dan Roth, Mark Sammons and an anonymous reviewer for their useful comments and suggestions on previous versions of this document.  ... 
doi:10.1613/jair.5022 fatcat:h63kjmerufgkxh3qstvegklcyy

Introduction to the 2004 Rumelhart Prize Special Issue Honoring John R. Anderson

2005 Cognitive Science  
Perhaps best known for his contributions to connectionist or neural network models, Dr.  ...  to the formal analysis of human cognition."  ...  The Special Issue on Theoretical Advances and Applications of Unified Computational Models This special issue of Cognitive Science features work by John Anderson's students, colleagues, and collaborators  ... 
doi:10.1207/s15516709cog0000_21 pmid:21702776 fatcat:xjijybaa6zghnfgh7bqkp7be2a

Thirty years of Speaking: An introduction to the Special Issue

Antje S. Meyer, Ardi Roelofs, Laurel Brehm
2019 Language, Cognition and Neuroscience  
The contributions in this Special Issue are closely related to the presentations given at the workshop.  ...  During the 10th International Workshop on Language Production held at the Max Planck Institute for Psycholinguistics in Nijmegen in July 2018, researchers reflected on the impact of the book in the field  ...  Acknowledgements The workshop and this Special Issue would not have materialised without the kind support of many colleagues and friends.  ... 
doi:10.1080/23273798.2019.1652763 fatcat:buyuetmqybdh5fcvv56te5p3qy

Handling vagueness, subjectivity, and imprecision in information access: an introduction to the special issue

Fabio Crestani, Gabriella Pasi
2003 Information Processing & Management  
Editorial Handling vagueness, subjectivity, and imprecision in information access: an introduction to the special issue Information access technologies like for example information retrieval (IR), information  ...  This special issue presents some recent works which apply soft computing techniques for handling vagueness, subjectivity and imprecision in the definition of systems for information access.  ...  Finally, thanks to Tefko Saracevic, the Information Processing and Management Editor in Chief, for proposing the preparation of this special issue and for his continuous encouragement and support.  ... 
doi:10.1016/s0306-4573(02)00086-9 fatcat:hauwfgoidrg47bpmtkrbwb53ea
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