“C’mon – You Should Read This”: Automatic Identification of Tone from Languag...Waqas Tariq
Information extraction researchers have recently recognized that more subtle information beyond the basic semantic content of a message can be communicated via linguistic features in text, such as sentiments, emotions, perspectives, and intentions. One way to describe this information is that it represents something about the generator’s mental state, which is often interpreted as the tone of the message. A current technical barrier to developing a general-purpose tone identification system is the lack of reliable training data, with messages annotated with the message tone. We first describe a method for creating the necessary annotated data using human-based computation, based on interactive games between humans trying to generate and interpret messages conveying different tones. This draws on the use of game with a purpose methods from computer science and wisdom of the crowds methods from cognitive science. We then demonstrate the utility of this kind of database and the advantage of human-based computation by examining the performance of two machine learning classifiers trained on the database, each of which uses only shallow linguistic features. Though we already find near-human levels of performance with one classifier, we also suggest more sophisticated linguistic features and alternate implementations for the database that may improve tone identification results further.
“C’mon – You Should Read This”: Automatic Identification of Tone from Languag...Waqas Tariq
Information extraction researchers have recently recognized that more subtle information beyond the basic semantic content of a message can be communicated via linguistic features in text, such as sentiments, emotions, perspectives, and intentions. One way to describe this information is that it represents something about the generator’s mental state, which is often interpreted as the tone of the message. A current technical barrier to developing a general-purpose tone identification system is the lack of reliable training data, with messages annotated with the message tone. We first describe a method for creating the necessary annotated data using human-based computation, based on interactive games between humans trying to generate and interpret messages conveying different tones. This draws on the use of game with a purpose methods from computer science and wisdom of the crowds methods from cognitive science. We then demonstrate the utility of this kind of database and the advantage of human-based computation by examining the performance of two machine learning classifiers trained on the database, each of which uses only shallow linguistic features. Though we already find near-human levels of performance with one classifier, we also suggest more sophisticated linguistic features and alternate implementations for the database that may improve tone identification results further.
Multi Robot User Interface Design Based On HCI PrinciplesWaqas Tariq
Robot User Interface (RUI) refers to a specialized User Interface (UI) that intrinsically supplements the virtual access phenomenon of human operators with robots working in complex and challenging scenarios such as rescue missions. The very nature of complexity and attributed information overload can potentially cause significant threat to survivor’s life expectancy, especially when the Human Computer Interaction (HCI) has to play its optimal role. Keeping in view the seriousness of scenario and associated complexities, the current UI problems are firstly highlighted in RUIs. Afterwards, the surfaced UI design issues are tackled through application of established heuristics and design elements. A new interface is designed based on the design heuristics. This newly developed RUI has been tested on the available autonomous rescue robot, GETbot. The usability evaluation and heuristic based evaluation principles are applied in greater depth to establish marked improvement in UI design, with reference to its previously faced usability issues.
Multi Robot User Interface Design Based On HCI PrinciplesWaqas Tariq
Robot User Interface (RUI) refers to a specialized User Interface (UI) that intrinsically supplements the virtual access phenomenon of human operators with robots working in complex and challenging scenarios such as rescue missions. The very nature of complexity and attributed information overload can potentially cause significant threat to survivor’s life expectancy, especially when the Human Computer Interaction (HCI) has to play its optimal role. Keeping in view the seriousness of scenario and associated complexities, the current UI problems are firstly highlighted in RUIs. Afterwards, the surfaced UI design issues are tackled through application of established heuristics and design elements. A new interface is designed based on the design heuristics. This newly developed RUI has been tested on the available autonomous rescue robot, GETbot. The usability evaluation and heuristic based evaluation principles are applied in greater depth to establish marked improvement in UI design, with reference to its previously faced usability issues.
Welcome to TechSoup New Member Orientation and Q&A (May 2024).pdfTechSoup
In this webinar you will learn how your organization can access TechSoup's wide variety of product discount and donation programs. From hardware to software, we'll give you a tour of the tools available to help your nonprofit with productivity, collaboration, financial management, donor tracking, security, and more.
Instructions for Submissions thorugh G- Classroom.pptxJheel Barad
This presentation provides a briefing on how to upload submissions and documents in Google Classroom. It was prepared as part of an orientation for new Sainik School in-service teacher trainees. As a training officer, my goal is to ensure that you are comfortable and proficient with this essential tool for managing assignments and fostering student engagement.
Model Attribute Check Company Auto PropertyCeline George
In Odoo, the multi-company feature allows you to manage multiple companies within a single Odoo database instance. Each company can have its own configurations while still sharing common resources such as products, customers, and suppliers.
Acetabularia Information For Class 9 .docxvaibhavrinwa19
Acetabularia acetabulum is a single-celled green alga that in its vegetative state is morphologically differentiated into a basal rhizoid and an axially elongated stalk, which bears whorls of branching hairs. The single diploid nucleus resides in the rhizoid.
Read| The latest issue of The Challenger is here! We are thrilled to announce that our school paper has qualified for the NATIONAL SCHOOLS PRESS CONFERENCE (NSPC) 2024. Thank you for your unwavering support and trust. Dive into the stories that made us stand out!
Synthetic Fiber Construction in lab .pptxPavel ( NSTU)
Synthetic fiber production is a fascinating and complex field that blends chemistry, engineering, and environmental science. By understanding these aspects, students can gain a comprehensive view of synthetic fiber production, its impact on society and the environment, and the potential for future innovations. Synthetic fibers play a crucial role in modern society, impacting various aspects of daily life, industry, and the environment. ynthetic fibers are integral to modern life, offering a range of benefits from cost-effectiveness and versatility to innovative applications and performance characteristics. While they pose environmental challenges, ongoing research and development aim to create more sustainable and eco-friendly alternatives. Understanding the importance of synthetic fibers helps in appreciating their role in the economy, industry, and daily life, while also emphasizing the need for sustainable practices and innovation.
The French Revolution, which began in 1789, was a period of radical social and political upheaval in France. It marked the decline of absolute monarchies, the rise of secular and democratic republics, and the eventual rise of Napoleon Bonaparte. This revolutionary period is crucial in understanding the transition from feudalism to modernity in Europe.
For more information, visit-www.vavaclasses.com
