AI @ 抖阴成年
Join 抖阴成年 Labs
抖阴成年 is a content-driven technology company with over a century of experience curating and classifying data and supporting professionals in complex domains that move society forward.
Embedded in this legacy is our team of AI-focused engineers, research and data scientists, and designers who work with some of the most comprehensive and richly enhanced legal, tax, and other professional datasets in the world.
Join us in building the next generation of AI-enabled solutions for legal, tax & accounting, risk, fraud and compliance, and media.
Please visit the page for more information.
Meet Merine, a Director of Research Engineering on our TR Labs team
Hear about why Merine joined TR Labs, her 15+ year career journey at 抖阴成年, and why someone should join her team.
Meet Sina, Manager, Applied Research, on our TR Labs team
Hear about why Sina joined TR Labs, the types of problems he solves in his role, and his career development in this video.
Reasons our team loves it here:
- We're committed to investing more than $100 million annually in integrating responsible AI into our flagship content and technology solutions across legal, tax and accounting, and compliance.
- Access to world-leading data and enterprise expertise
- Learn and collaborate with a diverse team of talented colleagues
- Opportunity for mentorship and career growth
- World-class wellbeing benefits and resources
- Access to industry leading learning tools and resources
About the Labs
抖阴成年 Labs is the dedicated applied research division of 抖阴成年. We are focused on the research, development, and application of AI and emerging trends in technologies. Working collaboratively with our stakeholders, we experiment, prototype, test, and deliver ideas in the pursuit of smarter and more valuable tools for our customers.
We have worked in AI for decades. The groundwork for much of this work began in the 1970s with Westlaw 鈥 one of the first online legal research services.
We are committed to a diverse program of machine learning research, from efficient neural training to learning with less supervision, human-centered AI and many other core capabilities with business-critical impact.
We have drafted a set of AI Principles to promote trustworthiness in our design, development and deployment of AI.
Sample publications
Chou, Shih-Han, Matthew Kowal, Yasmin Niknam, Diana Moyano, Shayaan Mehdi, Richard Pito, Cheng Zhang, et al. 鈥淢ulti-Modal News Understanding with Professionally Labelled Videos (ReutersViLNews).鈥 In Canadian Conference on Artificial Intelligence, 2024.
Yang, Hsiu-Wei, Abhinav Agrawal, Pavlos Fragkogiannis, and Shubham Nitin Mulay. 鈥淐an AI Models Appreciate Document Aesthetics? An Exploration of Legibility and Layout Quality in Relation to Prediction Confidence.鈥 In Workshop on Psychology-Informed Information Access Systems (PsyIAS), 2024.
Gao, Sally, Milda Norkute, and Abhinav Agrawal. 鈥淓valuating Interactive Topic Models in Applied Settings.鈥 In Extended Abstracts of the CHI Conference on Human Factors in Computing Systems (CHI EA鈥24), 2024.
Forster, Martina, Claudia Schulz, Prudhvi Nokku, Melicaalsadat Mirsafian, Jaykumar Kasundra, and Stavroula Skylaki. 鈥淭he Right Model for the Job: An Evaluation of Legal Multi-Label Classification Baselines,鈥 2024.
For a complete list of Labs publications, please click here.
AI @ TR Timeline
抖阴成年 has been at the forefront of innovation for its customers since day one, with some customer segments dating back to the 1800s.
In our early days, we utilized technology to gather, organize, and enhance information. Fast forward and today we employ thousands of colleagues in the fields of data science, engineering, design and UX to harness the potential of the latest technology, including Generative AI, to support our customers. It means we鈥檙e at the forefront of delivering professional-grade AI in the fields of legal, tax, accounting, risk, fraud, compliance, and news, helping our customers get to the right answers, faster.
Since 1992, 抖阴成年 has maintained a dedicated applied research and development group across its various businesses. Explore our AI @ TR timeline to learn more about our innovation journey.
Follow our AI @ TR timeline to discover our innovation journey.
Innovation pipeline
Start with the end user
Identify and integrate the end-user 鈥 Apply a design thinking approach
Define the problem
Articulate the hypothesis 鈥 Understand what success looks like
Build and deliver
Prototype and test for viability 鈥 Iterate through to production
Working in AI for Decades聽 鈥⒙ Guided by Our AI Ethics Principles聽 鈥⒙ Flexible Work Policy聽 鈥⒙ Competitive Benefits Package聽 聽聽
Labs disciplines and skills
We take a cross-functional approach to building solutions by having research and data scientists, engineers and designers involved at an early stage in our projects. By having embedded teams we can move quickly, identify obstacles and opportunities early, and ensure a diversity of perspectives on problem solving.
Machine Learning 鈥 Search + Recommendation 鈥 Natural Language Processing
Software Engineering 鈥 Machine Learning + Data Engineering 鈥 Public Cloud
User Experience Research 鈥 User Experience Design 鈥 User Interface Design
Internships with 抖阴成年 Labs
Our internship program is designed to bring highly motivated and talented students and recent graduates into 抖阴成年 Labs. We offer the opportunity to work on cutting-edge technology problems in the areas of legal, tax & accounting, media, and risk, fraud, and compliance. 抖阴成年 Labs internships provide a unique chance to gain invaluable experience in research, development, and delivery of AI and emerging technologies solutions.
Open internship positions are announced throughout the year and are typically a duration of around 6 months with flexible start and end dates, at 抖阴成年 Labs locations in Toronto, London, Zug, and Bangalore. We offer internships in Applied Research, Engineering, and Design. If you are interested in the 抖阴成年 Labs internship program, please explore our .
Want to know what it鈥檚 like working as an intern with聽抖阴成年 Labs?
Everyone is approachable and kind, and there is no such thing as a silly question. Additionally, TR Labs uses cutting-edge methods to solve problems, meaning as an intern, you get to do challenging work and solve complex problems, which is not often the case.
What I value the most from my internship with TR Labs is the investment in the continuous training of the Labs Researchers. Every week there are opportunities for teammates to share knowledge about different aspects of AI Research and NLP Topics through team calls or lunch & learns.
Hear from our people
At TR Labs, we strive to enhance our products to make users' lives easier and their work more efficient.
The key to our success at TR Labs is that we embrace change and never stop learning. AI is transforming our world; staying curious and continuously learning is essential for excelling.
Please visit the page for more information.
Our team expands across the globe, operating across multiple sectors and geographies. Join a diverse team and inclusive culture of world-class talent.