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Scaling up Open Tagging from Tens to Thousands: Comprehension Empowered Attribute Value Extraction from Product Title

Huimin Xu, Wenting Wang, Xin Mao, Xinyu Jiang, Man Lan
2019 Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics  
Supplementing product information by extracting attribute values from title is a crucial task in e-Commerce domain.  ...  In this work, we propose a novel approach to support value extraction scaling up to thousands of attributes without losing performance: (1) We propose to regard attribute as a query and adopt only one  ...  Acknowledgements The authors wish to thank all reviewers for their helpful comments and suggestions. This work was supported by Alibaba Group through Alibaba Innovative Research (AIR) Program.  ... 
doi:10.18653/v1/p19-1514 dblp:conf/acl/XuWMJL19 fatcat:b55huizmjrhnjfqucdourdqwbe

Echoes of war: a thousand years of military history in popular culture

2003 ChoiceReviews  
-2000 (1998 , and Brian Bond, The Pursuit of Victory: From Napoleon to Saddam Hussein (1996).  ...  Churchill's writings, particularly his 1930 My Early Life: A Roving Commission (the American edition is titled A Roving Commission: My Early Life), to achieve broad insight.  ...  Ten thousand peasants [some sources say 'Yankee Doodles'] keep five thousand King's troops shut up!"  ... 
doi:10.5860/choice.40-4751 fatcat:vf5ysfpr3jghzn6zkwths6fciu

Simple and Effective Knowledge-Driven Query Expansion for QA-Based Product Attribute Extraction [article]

Keiji Shinzato, Naoki Yoshinaga, Yandi Xia, Wei-Te Chen
2022 arXiv   pre-print
A key challenge in attribute value extraction (AVE) from e-commerce sites is how to handle a large number of attributes for diverse products.  ...  We retrieve values of a query (attribute) from the training data to expand the query.  ...  Scaling up open tagging from tens to thousands: Comprehension empowered attribute value extraction from product title.  ... 
arXiv:2206.14264v1 fatcat:eguwt33uwneqbhzzoi3x5oust4

Towards a folksonomy graph-based context-aware recommender system of annotated books

Sara Qassimi, El Hassan Abdelwahed, Meriem Hafidi, Aimad Qazdar
2021 Journal of Big Data  
Besides, the collaborative tagging gathers learners' opinions, thus, provides more comprehensible recommendations.  ...  AbstractThe emergence of collaborative interactions has empowered users by enabling their interactions through tagging practices that create a folksonomy, also called, classification of the shared resources  ...  The dataset provides ten thousand books tagged and rated by users. The books are described by their metadata like ISBN, authors, year, and title.  ... 
doi:10.1186/s40537-021-00457-3 fatcat:iwudkpm6gfeqti3p2wmmcgb4oy

Social Web and Knowledge Management [chapter]

Peter Dolog, Markus Krötzsch, Sebastian Schaffert, Denny Vrandečić
2009 Weaving Services and People on the World Wide Web  
To populate with tags the syntag set for Ci we extract: • the title of Pi; • the title of every redirect page to Pi; • the title of every disambiguation page containing a link to Pi.  ...  In order to make sure the private data passing scale is controllable, a PDO needs to set up some control factors: 1.  ... 
doi:10.1007/978-3-642-00570-1_11 dblp:conf/www/DologKSV08a fatcat:z6glljv7sfdxromng3d66jchne

Augmented Understanding and Automated Adaptation of Curation Rules [article]

Alireza Tabebordbar
2020 arXiv   pre-print
Data curation enables decision-makers and data analyst to extract value and derive insight from the raw data.  ...  , including Named Entity extraction, POS tags, classification, and etc.  ...  To assist analysts filtering and indexing open data, it will be important to extract keywords from unstructured data such as tweets' text.  ... 
arXiv:2007.08710v1 fatcat:cw4ka6pzw5ev3hlfidpfllv5sy

Semantic enrichment for enhancing LAM data and supporting digital humanities. Review article

Marcia Lei Zeng
2019 El Profesional de la Informacion  
Following their roadmaps would encourage more effective initiatives and strengthen this effort to maximize LAM data's discoverability, use-and reuse-ability, and their value in the mainstream of DH and  ...  This article introduces a number of semantic enrichment methods and efforts that can be applied to LAM data at various levels, aiming to support deeper and wider exploration and use of LAM data in DH research  ...  Acknowledgements The author would like to thank Dawn Sedor for providing valuable feedback and editorial assistance.  ... 
doi:10.3145/epi.2019.ene.03 fatcat:4ggte4plvfb6jlcszogwtscd4m

AI Meets Web 2.0: Building the Web of Tomorrow, Today

Jay M. Tenenbaum
2006 The AI Magazine  
This article points to the technical opportunity to meet Allen Newell's criteria for intelligent systems by incrementally assembling complex web services applications out of component web services, tagged  ...  This article is derived from the 2005 Innovative Applications of Artificial Intelligence conference invited talk "AI Meets Web 2.0: Building the Web of Tomorrow, Today" presented by Jay M.  ...  I'd like to thank the many colleagues who helped with that presentation-Alain Rappaport, Tantek Çelik, Randy Davis, Dan Gould, Chris Hibbert, Rohit Khare, Greg Olsen, Barney Pell, Raj Reddy, Adam Rifkin  ... 
doi:10.1609/aimag.v27i4.1909 dblp:journals/aim/Tenenbaum06 fatcat:e7byne5gvvgcfjzzpkwcgmowuu

The Role of User Generated Big Data in Urban Development and City Management

Mai Ahmed, Dina Taha, Dina Saadallah
2022 Zenodo  
It will examine the cities' experiences in an attempt to learn and extract guidance from their experiences in order to enhance and engage technology in the urb [...]  ...  applications, RFID tags, and smart meters, to mention a few (Hinssen, 2012).  ...  The role of Big Data is to use all of this in a mature manner to serve the quality of living and extract a meaningful value from raw data (Urban Informatics).  ... 
doi:10.5281/zenodo.6533765 fatcat:nostsuby35gexan3y3g6gxvs6m

ZOOMER: Boosting Retrieval on Web-scale Graphs by Regions of Interest [article]

Yuezihan Jiang, Yu Cheng, Hanyu Zhao, Wentao Zhang, Xupeng Miao, Yu He, Liang Wang, Zhi Yang, Bin Cui
2022 arXiv   pre-print
ZOOMER achieves up to 14x speedup when downsizing sampling scales with comparable (even better) AUC performance than baseline methods.  ...  Deployed as a large-scale distributed system, ZOOMER supports graphs with billions of nodes for training and thousands of requests per second for serving.  ...  Therefore, ZOOMER is able to support web-scale Taobao graphs with billion-scale nodes and tens of billion-scale edges at an acceptable cost.  ... 
arXiv:2203.12596v1 fatcat:azfdiue4evh3lmocvvrjq45g2i

Towards "On the Go" Matching of Linked Open Data Ontologies

Isabel F. Cruz, Matteo Palmonari, Federico Caimi, Cosmin Stroe
2011 International Joint Conference on Artificial Intelligence  
To achieve semantic interoperability, geo-spatial applications need to be equipped with tools able to understand user terminology that is typically different from the one enforced by standards.  ...  In this paper we summarize our experience in providing a semantic extension to the geo-catalogue of the Autonomous Province of Trento (PAT) in Italy.  ...  We wish to thank all the contributors to the project.  ... 
dblp:conf/ijcai/CruzPCS11 fatcat:62apmemu2zgirduzh6zomuw7wi

OER "produsage" as a model to support language teaching and learning

Teresa MacKinnon, Sarah Pasfield-Neofitou
2016 Education Policy Analysis Archives  
The article elaborates the grassroots model of "produsage" (a portmanteau of "production" and "usage") as a way of imagining a movement toward the use and creation of open educational resources (OER) for  ...  around digital resources, to the benefit of language teaching and learning.  ...  The most successful videos resulting from this course have spawned parodies and mash-ups, demonstrating the potential value of authentic student-created materials, and therewith reinforcing the importance  ... 
doi:10.14507/epaa.24.1825 fatcat:hdoezqay5fff7dshkxzr43kroq

Deep Multimodal Learning for Affective Analysis and Retrieval

Lei Pang, Shiai Zhu, Chong-Wah Ngo
2015 IEEE transactions on multimedia  
Social media has been a convenient platform for voicing opinions through posting messages, ranging from tweeting a short text to uploading a media file, or any combination of messages.  ...  Extensive experiments on web videos and images show that the learnt joint representation could be very compact and be complementary to hand-crafted features, leading to performance improvement in both  ...  Examples of emotional images and videos with their associated tags and titles from Twitter and YouTube.  ... 
doi:10.1109/tmm.2015.2482228 fatcat:7tozmatnhvbj7hjjohkofngecq

Proceedings of the 3rd International Open Search Symposium #ossym2021 [article]

Andreas Wagner, Michael Granitzer, Christian Guetl, Christine Plote, Voigt Stefan
2022 Zenodo  
cooperatively crawl the web, generate substantial open web-indices and build a web search ecosystem that is governed by openness, ethics, respect of privacy as well as democratic and legal values.  ...  Initiative from all relevant scientific, societal, public, and economic domains.  ...  ACKNOWLEDGMENTS We would like to thank other members of the OSF Applications Working Group for their contributions to the discussions in our meetings and to the two student groups for participating in  ... 
doi:10.5281/zenodo.6839942 fatcat:imuoppkmuzdtfnas63ckln4qei

Proceedings of the 3rd International Open Search Symposium #ossym2021 [article]

Andreas Wagner, Michael Granitzer, Christian Guetl, Christine Plote, Voigt Stefan
2022 Zenodo  
cooperatively crawl the web, generate substantial open web-indices and build a web search ecosystem that is governed by openness, ethics, respect of privacy as well as democratic and legal values.  ...  Initiative from all relevant scientific, societal, public, and economic domains.  ...  ACKNOWLEDGMENTS We would like to thank other members of the OSF Applications Working Group for their contributions to the discussions in our meetings and to the two student groups for participating in  ... 
doi:10.5281/zenodo.6840911 fatcat:tw5xbexkwjguhoqcyxn5tdvbta
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