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Recent advances in test-time scaling suggest that Large Language Models (LLMs) can gain better capabilities by generating Chain-of-Thought reasoning (analogous to human thinking) to respond a given request, and meanwhile exploring more…

Machine Learning · Computer Science 2025-05-20 Yuhang Wang , Youhe Jiang , Bin Cui , Fangcheng Fu

In the sensing as a service paradigm, Internet of Things (IoT) Middleware platforms allow data consumers to retrieve the data they want without knowing the underlying technical details of IoT resources (i.e. sensors and data processing…

Networking and Internet Architecture · Computer Science 2016-06-30 Charith Perera , Athanasios V. Vasilakos

This study describes a vision, how technology can help improving the efficiency in research. We propose a new clean-slate design, where more emphasis is given on the correctness and up-to-dateness of the scientific results, it is more open…

Digital Libraries · Computer Science 2017-11-29 János Tapolcai

The Semantic Web through technologies such to support the canonical representation information and presenting it to users in a method by which its meaning can be understood or at least communi- cated and interpreted by all parties. As the…

Networking and Internet Architecture · Computer Science 2008-08-12 Ian Oliver , Jukka Honkola

Topology reasoning is crucial for autonomous driving as it enables comprehensive understanding of connectivity and relationships between lanes and traffic elements. While recent approaches have shown success in perceiving driving topology…

Computer Vision and Pattern Recognition · Computer Science 2025-02-07 Junjie Ye , David Paz , Hengyuan Zhang , Yuliang Guo , Xinyu Huang , Henrik I. Christensen , Yue Wang , Liu Ren

Interoperability is a feature required by the Semantic Web. It is provided by the ontology matching methods and algorithms. But now ontologies are presented not only in English, but in other languages as well. It is important to use an…

Information Retrieval · Computer Science 2011-10-27 Feiyu Lin , Andrew Krizhanovsky

Personalized product search aims to retrieve and rank items that match users' preferences and search intent. Despite their effectiveness, existing approaches typically assume that users' query fully captures their real motivation. However,…

Information Retrieval · Computer Science 2025-05-20 Weicong Qin , Yi Xu , Weijie Yu , Chenglei Shen , Ming He , Jianping Fan , Xiao Zhang , Jun Xu

Everyday devices like light bulbs and kitchen appliances are now embedded with so many features and automated behaviors that they have become complicated to actually use. While such "smart" capabilities can better support users' goals, the…

Human-Computer Interaction · Computer Science 2024-05-08 Evan King , Haoxiang Yu , Sahil Vartak , Jenna Jacob , Sangsu Lee , Christine Julien

In semantic parsing of geographical queries against real-world databases such as OpenStreetMap (OSM), unique correct answers do not necessarily exist. Instead, the truth might be lying in the eye of the user, who needs to enter an…

Computation and Language · Computer Science 2021-06-23 Michael Staniek , Stefan Riezler

As machine learning (ML) is increasingly integrated into our everyday Web experience, there is a call for transparent and explainable web-based ML. However, existing explainability techniques often require dedicated backend servers, which…

Machine Learning · Computer Science 2023-03-17 Zijie J. Wang , Duen Horng Chau

Web services are widely used in many areas via callable APIs, however, data are not always available in this way. We always need to get some data from web pages whose structure is not in order. Many developers use web data extraction…

Databases · Computer Science 2019-10-18 Naibo Wang , Zhiling Luo , Xiya Lyu , Zitong Yang , Jianwei Yin

Web-based activities span multiple webpages. However, conventional browsers with stacks of tabs cannot support operating and synthesizing large volumes of information across pages. While recent AI systems enable fully automated web browsing…

Human-Computer Interaction · Computer Science 2026-01-29 Peiling Jiang , Haijun Xia

The Web of Things (WoT) is rapidly growing in popularity getting the interest of not only technologist and scientific communities but industrial, system integrators and solution providers. The key aspect of the WoT to succeed is the…

Software Engineering · Computer Science 2017-03-07 Amelie Gyrard , Martin Serrano , Pankesh Patel

This article introduces an open-source web component, Instant Expert, which allows robust and efficient integration of a natural language question answering system to web-based platforms in any domain. Web Components are a set of web…

Human-Computer Interaction · Computer Science 2019-09-06 Yusuf Sermet , Ibrahim Demir

We argue that relationships between Web pages are functions of the user's intent. We identify a class of Web tasks - information-gathering - that can be facilitated by a search engine that provides links to pages which are related to the…

Information Retrieval · Computer Science 2010-05-20 Amitabha Bagchi , Garima Lahoti

The internet is considered as the most extensive market in the world. To keep its gradual reputation, it must confront real problems that result from its distribution and from the diversity of the protocols used to insure communications.…

Information Retrieval · Computer Science 2015-01-27 J. Boutahar , T. Rachad , S. El ghazi

With the ever-increasing popularity of Service-oriented Architecture (SoA) and Internet of Things (IoT), a considerable number of enterprises or organizations are attempting to encapsulate their provided complex business services into…

Social and Information Networks · Computer Science 2021-08-13 Wenwen Gong , Huiping Wu , Xiaokang Wang , Xuyun Zhang , Yawei Wang , Yifei Chen , Mohammad R. Khosravi

In this paper, we present Smart Compose, a novel system for generating interactive, real-time suggestions in Gmail that assists users in writing mails by reducing repetitive typing. In the design and deployment of such a large-scale and…

Computation and Language · Computer Science 2019-06-04 Mia Xu Chen , Benjamin N Lee , Gagan Bansal , Yuan Cao , Shuyuan Zhang , Justin Lu , Jackie Tsay , Yinan Wang , Andrew M. Dai , Zhifeng Chen , Timothy Sohn , Yonghui Wu

In recent years with the rise of Cloud Computing, many companies providing services in the cloud, are empowering a new series of services to their catalogue, such as data mining and data processing, taking advantage of the vast computing…

Distributed, Parallel, and Cluster Computing · Computer Science 2019-01-15 Manuel Parra-Royon , Ghislain Atemezing , J. M. Benítez

Autonomous robots can benefit greatly from human-provided semantic characterizations of uncertain task environments and states. However, the development of integrated strategies which let robots model, communicate, and act on such 'soft…

Robotics · Computer Science 2023-09-01 Luke Burks , Hunter M. Ray , Jamison McGinley , Sousheel Vunnam , Nisar Ahmed