Inha Cha (@inha423) header
Inha Cha (@inha423) profile picture

Ph.D Student at Gatech @dmgatech | Prev. @upstageai @hcikaist @snuitct | She/Her

Atlanta, USA
Joined September 2020
Photo by Inha Cha (@inha423)Photo by Inha Cha (@inha423)Photo by Inha Cha (@inha423)Photo by Inha Cha (@inha423)Photo by Inha Cha (@inha423)Photo by Inha Cha (@inha423)Photo by Inha Cha (@inha423)Photo by Inha Cha (@inha423)Photo by Inha Cha (@inha423)
I and @richmondywong are excited to present our CHI 2025 paper next Tuesday in Yokohama! While AI adoption is often framed as a linear and inevitable process, our work critically examines the moments when AI was not adopted or was discontinued through AI "non-use."
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It was great to work with NLP researchers! If you are attending EMNLP 2025 this year, please stop by our poster :)
Most “cultural eval” treats culture as trivia: facts or stereotypes. But culture also mediates how users interact with the systems we seek to evaluate! Our new position paper calls for ✨intentionally cultural evaluation✨, making cultural assumptions explicit at every step.
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Thank you for highlighting our work! I had such a fun conversation with @techsquareatl :)
Why are some UX designers saying no to AI? 🤔 Tech Square's Inha Cha (@inha423) and Richmond Wong delve into the reasons behind the non-use of AI in design, emphasizing the importance of human judgment, ethics, and context. Her research challenges assumptions around AI adoption. Check it out! 🔗 buff.ly/JKNqrNQ @gt_lmc @GeorgiaTech
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We identify how factors such as organizational dynamics, tool constraints, ethical considerations, and team practices come together to shape AI use/non-use in practice.
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If you’ll be at CHI, I’d love for you to join us in rethinking what AI usage entails. Rather than assuming adoption as the default or ideal outcome, we consider how non-use can be a thoughtful, even necessary response—especially when AI may be unnecessary or harmful.
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Inha Cha retweeted
[NEW PAPER ALERT!] In this work, we present PROFILE, a framework designed to discern the alignment of LLM-generated responses with human preferences at a fine-grained level (length, formality and intent etc). Our key finding is a significant misalignment between LLM's output and human preferences. LLMs tend to over-prioritize response length across tasks, EVEN in summarization. On the contrary, LLMs's evaluation aligns better with human compared to generation. This introduces a huge improvement space under LLM's self-correction framework. Amazing experience working with KAIST students 👩‍👩‍👧‍👧 @juhyunohh @euns0o_kim @jiseon_kim1 and @inha423. Thanks to Prof. @aliceoh and @WilliamWangNLP.
📜New preprint! LLMs generate impressive texts, but often miss what humans actually prefer—like being too wordy. 🤯 The problem? We don’t have a precise way to pinpoint where these misalignments occur. That’s the gap we aim to fill!🔍
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Find out more in our paper! This work is a collaborative effort with my amazing co-authors @euns0o_kim @jiseon_kim1 @WendaXu2 @inha423 @WilliamWangNLP @aliceoh ! 📜: arxiv.org/pdf/2410.06965
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A Telegram channel with 220,000 members created and shared deepfaked pornography images and videos—many victims and perpetrators were minors. What happened in the place I had been born, raised, and lived left me miserable. m.koreaherald.com/amp/view.p…
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How can I coexist with those who find joy in exploiting the vulnerable? I question whether the tech ethics and justice I advocate for truly can resonate in this world…
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I will present our #CVPR 2024 paper “LTM: Lightweight Textured Mesh Extraction and Refinement of Large Unbounded Scenes for Efficient Storage and Real-time Rendering" on Wed (June 19th) 5:00 to 6:30 PDT! openaccess.thecvf.com/conten…
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📢 Recruiting participants for a paid study about LLMs I'm looking for US-based adults for a 1 hour study on Zoom (payment: $15 Amazon gift card), especially those with technical knowledge of LLMs Sign up at forms.gle/6aGfJNrfhpuQzmz59 Please RT and help out a grad student 😁
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Excited to share our DIS'24 preprint!🎉 Together with @ajplai and @richmondywong, we developed "Ethics Pathways," a design activity that helps reflect on the nuanced engagement with infrastructure and processes to action ethics within institutions. arxiv.org/abs/2405.16654v1
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This opens up new avenues for HCI to address ethics beyond individual decisions, considering social and institutional power structures. We look forward to present this work at DIS 2024!
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Our two key contributions: 1. The design and documentation of how we developed Ethics Pathways. 2. A new conceptual framing of ethics as ongoing practices influenced by affective experiences, social power dynamics, and institutional infrastructures.
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