Mahima Pushkarna

schoolGooglebar_chart#5091 Global Rank

Total Papers

HCI Rank

#5091

Research Areas

Years Active

Recent Publications

ConstitutionMaker: Interactively Critiquing Large Language Models by Converting Feedback into Principles

Large language model (LLM) prompting is a promising new approach for users to create and customize their own chatbots. However, current methods for steering a chatbot's outputs, such as prompt engineering and fine-tuning, do not support users in converting their natural feedback on the model's outputs to changes in th…

DIS '23CorrespondingGenerative AI (Text, Image, Music, Video) +1

From Discovery to Adoption: Understanding the ML Practitioners' Interpretability Journey

Models are interpretable when machine learning (ML) practitioners can readily understand the reasoning behind their predictions. Ironically, little is known about the ML practitioners' experience of discovering and adopting novel interpretability techniques in production settings. In a qualitative study with 18 practi…

CHI '232nd AuthorHonorable MentionHuman-LLM Collaboration +1

Investigating How Practitioners Use Human-AI Guidelines: A Case Study on the People + AI Guidebook

Artificial intelligence (AI) presents new challenges for the user experience (UX) of products and services. Recently, practitioner-facing resources and design guidelines have become available to ease some of these challenges. However, little research has investigated if and how these guidelines are used, and how they…

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