Cheng Chang
Cheng Chang has 2 papers in our library, in 2024, most of them on Language models & pretraining, Vision & language; often with Boyu Gou, Boyuan Zheng, Diyi Yang.
OpenAlex · ORCID · Wikidata · h-index 42 · 203 works · 5,078 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 102 times in our library · ⭐ Paper Stars ranking: #6897
Affiliations
Fields, topics and concepts
📚 Shelves 8The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksHealth Informatics · 1 workMedicine · 1 workComputer Vision and Pattern Recognition · 1 workInformation Systems · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workVision & language · 1 work
Works by year
2020s
Papers
- Roleplay-doh: Enabling Domain-Experts to Create LLM-simulated Patients via Eliciting and Adhering to Principles (2024 · 90 citations)
Practice partners for novice counselors are hard to build with LLMs. Real therapy transcripts are private, so fine-tuning is mostly impossible. Simple prompting also gives patients that sound unrealistic, missing traits such as casual speech and pushback. Roleplay-doh is an interactive tool that lets experienced… - Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents (2024 · 74 citations)
Most GUI agents rely on HTML or accessibility trees to perceive interfaces and select elements. These text-based inputs are often noisy or incomplete, and they add latency and token cost. The authors argue for agents that work like people: they only see screenshots and act through pixel-level clicks and typing. They…
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