158 citations
- IBM (Canada)CA2 papers
- IBM (United States)US2 papers
- Toronto Metropolitan UniversityCA2 papers
- Biochemistry Research Institute of La PlataAR1 paper
- Cambridge Scientific (United States)US1 paper
- Carnegie Mellon UniversityUS1 paper
- Delft University of TechnologyNL1 paper
- IBM Research - HaifaIL1 paper
- IBM Research - TokyoJP1 paper
- Institut de la VisionFR1 paper
- Institute of Scientific and Technical Research for DefenseAR1 paper
- Massachusetts Institute of TechnologyUS1 paper
14 papers
Chain-of-Descriptions: Improving Code LLMs for VHDL Code Generation and Summarization
Prashanth Vijayaraghavan, Apoorva Nitsure, Charles Mackin +9
Large Language Models (LLMs) have become widely used across diverse NLP tasks and domains, demonstrating their adaptability and effectiveness. In the realm of Electronic Design Aut…
Controlling AI Agent Participation in Group Conversations: A Human-Centered Approach
Stephanie Houde, Kristina Brimijoin, Michael Muller +6
Conversational AI agents are commonly applied within single-user, turn-taking scenarios. The interaction mechanics of these scenarios are trivial: when the user enters a message, t…
KModels: Unlocking AI for Business Applications
Roy Abitbol, Eyal Cohen, Muhammad Kanaan +4
As artificial intelligence (AI) continues to rapidly advance, there is a growing demand to integrate AI capabilities into existing business applications. However, a significant gap…
Fairness Evaluation in Text Classification: Machine Learning Practitioner Perspectives of Individual and Group Fairness
Zahra Ashktorab, Benjamin Hoover, Mayank Agarwal +4
Mitigating algorithmic bias is a critical task in the development and deployment of machine learning models. While several toolkits exist to aid machine learning practitioners in a…
A Reference Architecture for Governance of Cloud Native Applications
William Pourmajidi, Lei Zhang, John Steinbacher +2
The evolution of cloud computing has given rise to Cloud Native Applications (CNAs), presenting new challenges in governance, particularly when faced with strict compliance require…
Making existing software quantum safe: a case study on IBM Db2
Lei Zhang, Andriy Miranskyy, Walid Rjaibi +3
The software engineering community is facing challenges from quantum computers (QCs). In the era of quantum computing, Shor's algorithm running on QCs can break asymmetric encrypti…