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20242026
most citedTowards Aligning Multimodal LLMs with Human Experts: A Focus on Parent-Child Interaction

1 citations · 2 across the 3 of their papers we have counts for

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cs.HC2026

"I Said Things I Needed to Hear Myself": Peer Support as an Emotional, Organisational, and Sociotechnical Practice in Singapore

Kellie Yu Hui Sim, Kenny Tsu Wei Choo

Peer support plays a vital role in expanding access to mental health care by providing empathetic, community-based support outside formal clinical systems. As digital platforms inc…

cs.HC2026

"Is This Really a Human Peer Supporter?": Misalignments Between Peer Supporters and Experts in LLM-Supported Interactions

Kellie Yu Hui Sim, Roy Ka-Wei Lee, Kenny Tsu Wei Choo

Mental health is a growing global concern, prompting interest in AI-driven solutions to expand access to psychosocial support. \emph{Peer support}, grounded in lived experience, of…

cs.HC20261 cited

Towards Aligning Multimodal LLMs with Human Experts: A Focus on Parent-Child Interaction

Weiyan Shi, Kenny Tsu Wei Choo

While multimodal large language models (MLLMs) are increasingly applied in human-centred AI systems, their ability to understand complex social interactions remains uncertain. We p…

cs.HC20261 cited

Words to Describe What I'm Feeling: Exploring the Potential of AI Agents for High Subjectivity Decisions in Advance Care Planning

Kellie Yu Hui Sim, Pin Sym Foong, Chenyu Zhao +3

Loss of decisional capacity, coupled with the increasing absence of reliable human proxies, raises urgent questions about how individuals' values can be represented in Advance Care…

cs.HC2026

Human-AI Alignment of Multimodal Large Language Models with Speech-Language Pathologists in Parent-Child Interactions

Weiyan Shi, Kenny Tsu Wei Choo

Joint attention is a critical marker of early social-communicative development, yet remains difficult for caregivers to assess without expert guidance. In this work, we explore how…

cs.HC2025

TalkSketch: Multimodal Generative AI for Real-time Sketch Ideation with Speech

Weiyan Shi, Sunaya Upadhyay, Geraldine Quek +1

Sketching is a widely used medium for generating and exploring early-stage design concepts. While generative AI (GenAI) chatbots are increasingly used for idea generation, designer…