Elizabeth M. Daly

schoolIBMbar_chart#2675 Global Rank

Total Papers

HCI Rank

#2675

Research Areas

Years Active

Recent Publications

EvalAssist: Insights on Task-Specific Evaluations and AI-Assisted Judgment Strategy Preferences

With the broad availability of large language models and their ability to generate vast outputs using varied prompts and configurations, determining the best output for a given task requires an intensive evaluation process, one where machine learning practitioners must decide how to assess the outputs and then careful…

CSCW '234th AuthorXAI 1

AIMEE: An Exploratory Study of How Rules Support AI Developers to Explain and Edit Models

In real-world applications when deploying Machine Learning (ML) models, initial model development includes close analysis of the model results and behavior by a data scientist. Once trained, however, models may need to be retrained with new data or updated to adhere to new rules or regulations. This presents two chall…

IUI '222nd AuthorExplainable AI (XAI) +1

Building Trust in Interactive Machine Learning via User Contributed Interpretable Rules

Machine learning technologies are increasingly being applied in many different domains in the real world. As autonomous machines and black-box algorithms begin making decisions previously entrusted to humans, great academic and public interest has been spurred to provide explanations that allow users to understand the…

IUI '192nd AuthorConversational Chatbots +1

Where can my career take me? Harnessing Dialogue for Interactive Career Goal Recommendations

Career goals represent a special case for recommender systems and require considering both short and long term goals. Recommendations must represent a trade off between relevance to the user, achievability and aspirational goals to move the user forward in their career. Users may have different motivations and concern…

IUI '182nd AuthorGenerative AI (Text, Image, Music, Video) +2

Opportunity Team Builder for Sales Teams

Sellers work together as a team on sales opportunities, using their expertise in different roles to increase the probability of a win. These roles include managing the relationship with the client, overall architecture support or deep knowledge of a particular product depending on the seller’s expertise, and the curre…

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