Soya Park

schoolMassachusetts Institute of Technologybar_chart#1622 Global Rank

Total Papers

HCI Rank

#1622

Research Areas

Years Active

Recent Publications

"Un-default" Behavior Tuning: Specifying Model Behavior outside the Norm with LLM Self-Playing and Self-Improving

Specifying model behavior is challenging—especially when the desired behavior is unpopular relative to the model’s training data. Reversing the influence of massive training corpora is both time-consuming and costly, and such interventions are typically inaccessible to end users. While Large Language Models (LLMs) mak…

CSCW '241st AuthorSession 1d: Understanding and Shaping Online Behavior

Who2chat: A Social Networking System for Academic Researchers in Virtual Social Hours Enabling Coordinating, Overcoming Barriers and Social Signaling

Virtual academic networking is socio-technically challenging, however, fruitful for researchers' success. We introduce a system called \Sys{} to tackle the challenge and facilitate connections of researchers \rev{in virtual social hours}. \Sys{} allows academic researchers to create a research profile and express the…

CSCW '231st AuthorWork Practices

Retrospector: Rapid collaborative reflection to improve collaborative practices

Online platforms for freelancing allow teams performing complex work to be assembled in a matter of minutes and dispersed nearly as quickly. With such short time frames, \rev{ad hoc} and virtual teams have few opportunities to learn strategies and effective team practices to work with their colleagues. Without suc…

CSCW '221st AuthorVisual Impairments; Visual Impairments

Exploring Team-Sourced Hyperlinks to Address Navigation Challenges for Low-Vision Readers of Scientific Papers

Reading academic papers is a fundamental part of higher education and research, but navigating these information-dense texts can be challenging. In particular, low-vision readers using magnification encounter additional barriers to quickly skimming and visually locating information. In this work, we explored the desig…

CSCW '212nd AuthorExpert Work

How AI Developers Overcome Communication Challenges in a Multidisciplinary Team: A Case Study

The development of AI applications is a multidisciplinary effort, involving multiple roles collaborating with the AI developers, an umbrella term we use to include data scientists and other AI-adjacent roles on the same team. During these collaborations, there is a knowledge mismatch between AI developers, who are ski…

IUI '211st AuthorHuman-LLM Collaboration +1

Facilitating Knowledge Sharing from Domain Experts to Data Scientists for Building NLP Models

Data scientists face a steep learning curve in understanding a new domain for which they want to build machine learning (ML) models. While input from domain experts could offer valuable help, such input is often limited, expensive, and generally not in a form readily consumable by a model development pipeline. In this…

CHI '191st AuthorAI-Assisted Decision-Making & Automation

Opportunities for Automating Email Processing: A Need-Finding Study

Email management consumes significant effort from senders and recipients. Some of this work might be automatable. We performed a mixed-methods need-finding study to learn: (i) what sort of automatic email handling users want, and (ii) what kinds of information and computation are needed to support that automation. Our…

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