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Author :
Publisher :
ISBN 13 :
Total Pages : 112 pages
Book Rating : 4.:/5 (914 download)
Download or read book Generating Referring Expressions in a 3D Environment written by and published by . This book was released on 2014 with total page 112 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Ricardo de la Rosa Vivas
Publisher :
ISBN 13 :
Total Pages : 107 pages
Book Rating : 4.:/5 (12 download)
Download or read book Perspective-based Referring Expression Generation in a 3D Environment written by Ricardo de la Rosa Vivas and published by . This book was released on 2015 with total page 107 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Fahime Same
Publisher : Language Science Press
ISBN 13 : 3961104719
Total Pages : 276 pages
Book Rating : 4.9/5 (611 download)
Download or read book Referring expression generation in context written by Fahime Same and published by Language Science Press. This book was released on 2024-06-03 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: Reference production, often termed Referring Expression Generation (REG) in computational linguistics, encompasses two distinct tasks: (1) one-shot REG, and (2) REG-in-context. One-shot REG explores which properties of a referent offer a unique description of it. In contrast, REG-in-context asks which (anaphoric) referring expressions are optimal at various points in discourse. This book offers a series of in-depth studies of the REG-in-context task. It thoroughly explores various aspects of the task such as corpus selection, computational methods, feature analysis, and evaluation techniques. The comparative study of different corpora highlights the pivotal role of corpus choice in REG-in-context research, emphasizing its influence on all subsequent model development steps. An experimental analysis of various feature-based machine learning models reveals that those with a concise set of linguistically-informed features can rival models with more features. Furthermore, this work highlights the importance of paragraph-related concepts, an area underexplored in Natural Language Generation (NLG). The book offers a thorough evaluation of different approaches to the REG-in-context task (rule-based, feature-based, and neural end-to-end), and demonstrates that well-crafted, non-neural models are capable of matching or surpassing the performance of neural REG-in-context models. In addition, the book delves into post-hoc experiments, aimed at improving the explainability of both neural and classical REG-in-context models. It also addresses other critical topics, such as the limitations of accuracy-based evaluation metrics and the essential role of human evaluation in NLG research. These studies collectively advance our understanding of REG-in-context. They highlight the importance of selecting appropriate corpora and targeted features. They show the need for context-aware modeling and the value of a comprehensive approach to model evaluation and interpretation. This detailed analysis of REG-in-context paves the way for developing more sophisticated, linguistically-informed, and contextually appropriate NLG systems.
Author : Akshit Sharma
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (135 download)
Download or read book DenseRefer3D written by Akshit Sharma and published by . This book was released on 2022 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Coreference resolution is a challenging problem that requires clustering relevant mentions based on referent objects in a text document. Most work on it has relied extensively on text-only datasets, which fail to provide visual cues about the entities represented by the phrases. On this basis, we introduce DenseRefer3D, a language \& 3D dataset to create alignment between rich referring expressions and real-world objects and an annotation tool, DenseRefer3D-Annotator, that facilitates the rendering of natural language sentences and 3D scenes. The tool provides functionalities to manage data collection workflow on the MTurk crowdsourcing platform efficiently and enables effective visualization of coreference links and phrases-to-object mappings. We outline several coreference experiments using an end-to-end deep learning approach, analyze the quality of detected mentions and clustering, propose a new task that directly aligns textual phrases with 3D objects, and explore ways to further research in the combined domain of language and vision.
Author : Emiel Krahmer
Publisher : Springer Science & Business Media
ISBN 13 : 3642155723
Total Pages : 363 pages
Book Rating : 4.6/5 (421 download)
Download or read book Empirical Methods in Natural Language Generation written by Emiel Krahmer and published by Springer Science & Business Media. This book was released on 2010-09-09 with total page 363 pages. Available in PDF, EPUB and Kindle. Book excerpt: Natural language generation (NLG) is a subfield of natural language processing (NLP) that is often characterized as the study of automatically converting non-linguistic representations (e.g., from databases or other knowledge sources) into coherent natural language text. In recent years the field has evolved substantially. Perhaps the most important new development is the current emphasis on data-oriented methods and empirical evaluation. Progress in related areas such as machine translation, dialogue system design and automatic text summarization and the resulting awareness of the importance of language generation, the increasing availability of suitable corpora in recent years, and the organization of shared tasks for NLG, where different teams of researchers develop and evaluate their algorithms on a shared, held out data set have had a considerable impact on the field, and this book offers the first comprehensive overview of recent empirically oriented NLG research.
Author : Fahime Same
Publisher : BoD – Books on Demand
ISBN 13 : 3985541000
Total Pages : 278 pages
Book Rating : 4.9/5 (855 download)
Download or read book Referring expression generation in context written by Fahime Same and published by BoD – Books on Demand. This book was released on 2024-06-03 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt: Reference production, often termed Referring Expression Generation (REG) in computational linguistics, encompasses two distinct tasks: (1) one-shot REG, and (2) REG-in-context. One-shot REG explores which properties of a referent offer a unique description of it. In contrast, REG-in-context asks which (anaphoric) referring expressions are optimal at various points in discourse. This book offers a series of in-depth studies of the REG-in-context task. It thoroughly explores various aspects of the task such as corpus selection, computational methods, feature analysis, and evaluation techniques. The comparative study of different corpora highlights the pivotal role of corpus choice in REG-in-context research, emphasizing its influence on all subsequent model development steps. An experimental analysis of various feature-based machine learning models reveals that those with a concise set of linguistically-informed features can rival models with more features. Furthermore, this work highlights the importance of paragraph-related concepts, an area underexplored in Natural Language Generation (NLG). The book offers a thorough evaluation of different approaches to the REG-in-context task (rule-based, feature-based, and neural end-to-end), and demonstrates that well-crafted, non-neural models are capable of matching or surpassing the performance of neural REG-in-context models. In addition, the book delves into post-hoc experiments, aimed at improving the explainability of both neural and classical REG-in-context models. It also addresses other critical topics, such as the limitations of accuracy-based evaluation metrics and the essential role of human evaluation in NLG research. These studies collectively advance our understanding of REG-in-context. They highlight the importance of selecting appropriate corpora and targeted features. They show the need for context-aware modeling and the value of a comprehensive approach to model evaluation and interpretation. This detailed analysis of REG-in-context paves the way for developing more sophisticated, linguistically-informed, and contextually appropriate NLG systems.
Author : Andreas König
Publisher : Springer Science & Business Media
ISBN 13 : 3642238653
Total Pages : 492 pages
Book Rating : 4.6/5 (422 download)
Download or read book Knowledge-Based and Intelligent Information and Engineering Systems, Part IV written by Andreas König and published by Springer Science & Business Media. This book was released on 2011-09-06 with total page 492 pages. Available in PDF, EPUB and Kindle. Book excerpt: The four-volume set LNAI 6881-LNAI 6884 constitutes the refereed proceedings of the 15th International Conference on Knowledge-Based Intelligent Information and Engineering Systems, KES 2011, held in Kaiserslautern, Germany, in September 2011. Part 4: The total of 244 high-quality papers presented were carefully reviewed and selected from numerous submissions. The 46 papers of Part 4 are organized in topical sections on human activity support in knowledge society, knowledge-based interface systems, model-based computing for innovative engineering, document analysis and knowledge science, immunity-based systems, natural language visualisation advances in theory and application of hybrid intelligent systems.
Author : Andrea Vedaldi
Publisher : Springer Nature
ISBN 13 : 3030584526
Total Pages : 856 pages
Book Rating : 4.0/5 (35 download)
Download or read book Computer Vision – ECCV 2020 written by Andrea Vedaldi and published by Springer Nature. This book was released on 2020-11-03 with total page 856 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 30-volume set, comprising the LNCS books 12346 until 12375, constitutes the refereed proceedings of the 16th European Conference on Computer Vision, ECCV 2020, which was planned to be held in Glasgow, UK, during August 23-28, 2020. The conference was held virtually due to the COVID-19 pandemic. The 1360 revised papers presented in these proceedings were carefully reviewed and selected from a total of 5025 submissions. The papers deal with topics such as computer vision; machine learning; deep neural networks; reinforcement learning; object recognition; image classification; image processing; object detection; semantic segmentation; human pose estimation; 3d reconstruction; stereo vision; computational photography; neural networks; image coding; image reconstruction; object recognition; motion estimation.
Author : Robert Dale
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (597 download)
Download or read book Generating Referring Expressions in a Domain of Objects and Processes written by Robert Dale and published by . This book was released on 1988 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Ildar Batyrshin
Publisher : Springer
ISBN 13 : 3642253245
Total Pages : 618 pages
Book Rating : 4.6/5 (422 download)
Download or read book Advances in Artificial Intelligence written by Ildar Batyrshin and published by Springer. This book was released on 2011-11-22 with total page 618 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set LNAI 7094 and LNAI 7095 constitutes the refereed proceedings of the 10th Mexican International Conference on Artificial Intelligence, MICAI 2011, held in Puebla, Mexico, in November/December 2011. The 96 revised papers presented were carefully reviewed and selected from numerous submissions. The first volume includes 50 papers representing the current main topics of interest for the AI community and their applications. The papers are organized in the following topical sections: automated reasoning and multi-agent systems; problem solving and machine learning; natural language processing; robotics, planning and scheduling; and medical applications of artificial intelligence.
Author : G.A. Kempen
Publisher : Springer Science & Business Media
ISBN 13 : 9400936451
Total Pages : 460 pages
Book Rating : 4.4/5 (9 download)
Download or read book Natural Language Generation written by G.A. Kempen and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 460 pages. Available in PDF, EPUB and Kindle. Book excerpt: Proceedings of the NATO Advanced Research Workshop, Nijmegen, The Netherlands, August 19-23, 1986
Author : Ernesto Damiani
Publisher : Springer Science & Business Media
ISBN 13 : 3642029361
Total Pages : 538 pages
Book Rating : 4.6/5 (42 download)
Download or read book New Directions in Intelligent Interactive Multimedia Systems and Services - 2 written by Ernesto Damiani and published by Springer Science & Business Media. This book was released on 2009-07-21 with total page 538 pages. Available in PDF, EPUB and Kindle. Book excerpt: The theme of the 2nd International KES Symposium on Intelligent Interactive Multimedia Systems and Services was integration of multimedia processing techniques in a new wave of user-centric services and processes. This text offers the symposium’s proceedings.
Author : Kees van Deemter
Publisher : Frontiers Media SA
ISBN 13 : 2889451607
Total Pages : 245 pages
Book Rating : 4.8/5 (894 download)
Download or read book Models of Reference written by Kees van Deemter and published by Frontiers Media SA. This book was released on 2017-04-28 with total page 245 pages. Available in PDF, EPUB and Kindle. Book excerpt: To communicate, speakers need to make it clear what they are talking about. Referring expressions play a crucial part in achieving this, by anchoring utterances to things. Examples of referring expressions include noun phrases such as “this phenomenon”, “it” and “the phenomenon to which this Topic is devoted”. Reference is studied throughout the Cognitive Sciences (from philosophy and logic to neuro-psychology, computer science and linguistics), because it is thought to lie at the core of all of communication. Recent years have seen a new wave of work on models of referring, as witnessed by a number of recent research projects, books, and journal Special Issues. The Research Topic “Models of Reference” in Frontiers in Psychology is a new milestone, focusing on contributions from Psycholinguistics and Computational Linguistics. The articles in it are concerned with such issues as audience design, overspecification, visual perception, and variation between speakers.
Author : Anton Nijholt
Publisher : Springer Science & Business Media
ISBN 13 : 3642023150
Total Pages : 277 pages
Book Rating : 4.6/5 (42 download)
Download or read book Intelligent Technologies for Interactive Entertainment written by Anton Nijholt and published by Springer Science & Business Media. This book was released on 2009-05-27 with total page 277 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 3rd International Conference on Intelligent Technologies for Interactive Entertainment (INTETAIN 09). The papers focus on topics such as emergent games, exertion interfaces and embodied interaction. Further topics are affective user interfaces, story telling, sensors, tele-presence in entertainment, animation, edutainment, and interactive art.
Author : E. Not
Publisher :
ISBN 13 :
Total Pages : 20 pages
Book Rating : 4.:/5 (257 download)
Download or read book A Computational Model for Generating Referring Expressions in a Multilingual Application Domain written by E. Not and published by . This book was released on 1996 with total page 20 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Oliviero Stock
Publisher : Springer Science & Business Media
ISBN 13 : 1402030517
Total Pages : 346 pages
Book Rating : 4.4/5 (2 download)
Download or read book Multimodal Intelligent Information Presentation written by Oliviero Stock and published by Springer Science & Business Media. This book was released on 2006-03-30 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: Intelligent Multimodal Information Presentation relates to the ability of a computer system to automatically produce interactive information presentations, taking into account the specifics about the user, such as needs, interests and knowledge, and engaging in a collaborative interaction that helps the retrieval of relevant information and its understanding on the part of the user. The volume includes descriptions of some of the most representative recent works on Intelligent Information Presentation and a view of the challenges ahead.
Author : Céline Jost
Publisher : Springer Nature
ISBN 13 : 3030423077
Total Pages : 418 pages
Book Rating : 4.0/5 (34 download)
Download or read book Human-Robot Interaction written by Céline Jost and published by Springer Nature. This book was released on 2020-05-13 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers the first comprehensive yet critical overview of methods used to evaluate interaction between humans and social robots. It reviews commonly used evaluation methods, and shows that they are not always suitable for this purpose. Using representative case studies, the book identifies good and bad practices for evaluating human-robot interactions and proposes new standardized processes as well as recommendations, carefully developed on the basis of intensive discussions between specialists in various HRI-related disciplines, e.g. psychology, ethology, ergonomics, sociology, ethnography, robotics, and computer science. The book is the result of a close, long-standing collaboration between the editors and the invited contributors, including, but not limited to, their inspiring discussions at the workshop on Evaluation Methods Standardization for Human-Robot Interaction (EMSHRI), which have been organized yearly since 2015. By highlighting and weighing good and bad practices in evaluation design for HRI, the book will stimulate the scientific community to search for better solutions, take advantages of interdisciplinary collaborations, and encourage the development of new standards to accommodate the growing presence of robots in the day-to-day and social lives of human beings.
