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_pages/about.md

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social: true # includes social icons at the bottom of the page
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---
2020

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Hi! Im Keyu He, a Master of Intelligent Information Systems ([MIIS](https://miis.cs.cmu.edu/)) student at Carnegie Mellon University ([CMU](https://www.cmu.edu/)). Previously, I earned my B.S. from the University of Southern California ([USC](https://www.usc.edu/)), where I double‑majored in **Computer Science** and **Applied & Computational Mathematics** and minored in **Artificial Intelligence Applications**.
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Hi! I'm Keyu He, a **Master's in NLP** @ [Carnegie Mellon University](https://www.cmu.edu/) [SCS](https://www.cs.cmu.edu/). Previously, I earned my B.S. from the [University of Southern California](https://www.usc.edu/), where I double‑majored in **Computer Science** and **Applied & Computational Mathematics** and minored in **Artificial Intelligence Applications**.
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Passionate about AI systems that can meaningfully interact with humans and enhance learning experiences. At CMU, I'm collaborating with PhD students [Qianou Ma](https://qianouma.com/en/about.html) and [Xuhui Zhou](https://xuhuiz.com/) on research in **socially intelligent AI and AI applications in education**. Previously at USC, I conducted NLP research as a member of the [INK Lab](https://inklab.usc.edu/) and [DILL Lab](https://dill-lab.github.io/), under the guidance of Professors [Xiang Ren](https://www.seanre.com/) and [Swabha Swayamdipta](https://swabhs.com/), with mentorship from [Brihi Joshi](https://brihijoshi.github.io/) and [Tejas Srinivasan](https://tejas1995.github.io/).
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Passionate about AI systems that can meaningfully interact with humans and enhance learning experiences. At CMU, I'm researching **human-centered AI evaluation** with Professor [Sherry Tongshuang Wu](https://www.cs.cmu.edu/~sherryw/) and [Qianou Ma](https://qianouma.com/en/about.html), and **socially intelligent AI** with Professor [Maarten Sap](https://maartensap.com/) and [Xuhui Zhou](https://xuhuiz.com/). Previously at USC, I conducted NLP research in the [INK Lab](https://inklab.usc.edu/) and [DILL Lab](https://dill-lab.github.io/) under Professors [Xiang Ren](https://www.seanre.com/) and [Swabha Swayamdipta](https://swabhs.com/), mentored by [Brihi Joshi](https://brihijoshi.github.io/) and [Tejas Srinivasan](https://tejas1995.github.io/).
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### Academic Achievements & Honors
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### Current Research
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- **Socially Intelligent AI**: Developing methods to find and generate datasets of AI social scenarios with verifiable rewards, then applying reinforcement learning to train models that improve their social interaction abilities.
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- **AI for Education**: Creating AI-powered tools and assessment methods to evaluate users' prompt engineering skills and proficiency in "vibe programming" with large language models.
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- **Human-Centered AI Evaluation**: Creating AI-powered tools and assessment methods to evaluate users' prompt engineering skills and proficiency in "vibe programming" with large language models.
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### Beyond Research
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assets/json/resume.json

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{
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"basics": {
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"name": "Keyu He",
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"label": "MIIS Graduate Student, NLP Researcher",
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"label": "Master in NLP@CMU SCS || NLP Researcher",
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"image": "keyu.jpg",
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"email": "keyuhe@cmu.edu",
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"phone": "(213) 713-2973",
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"url": "https://keyu-he.github.io/",
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"summary": "Master of Intelligent Information Systems (MIIS) student at Carnegie Mellon University. Previously earned B.S. from USC with double major in Computer Science and Applied & Computational Mathematics. Passionate about socially intelligent AI systems, AI applications in education, and cross-disciplinary AI research.",
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"summary": "Master of Intelligent Information Systems (MIIS) student at Carnegie Mellon University. Previously earned B.S. from USC with double major in Computer Science and Applied & Computational Mathematics. Passionate about socially intelligent AI systems and human-centered AI evaluation.",
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"location": {
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"city": "Pittsburgh",
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"region": "Pennsylvania",
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"startDate": "2025-08-01",
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"endDate": "2027-05-01",
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"score": "",
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"summary": "Graduate program focusing on intelligent information systems, NLP research, and AI systems. Conducting research on explainable AI and socially intelligible AI."
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"summary": "Graduate program focusing on intelligent information systems, NLP research, and AI systems. Conducting research on explainable AI and socially intelligible AI.",
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"courses": ["Advanced Natural Language Processing (Grade TBD)",
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"Introduction to Question Answering (Grade TBD)",
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"Independent Study in Language Technologies (Grade TBD)",
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"Directed Study in Language Technologies (Grade TBD)"]
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},
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{
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"institution": "University of Southern California",
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}
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],
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"publications": [
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{
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"name": "Believing without Seeing: Quality Scores for Contextualizing Vision-Language Model Explanations",
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"author": "Keyu He, Tejas Srinivasan, Brihi Joshi, Xiang Ren, Jesse Thomason, Swabha Swayamdipta",
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"publisher": "Submitted to NeurIPS 2025",
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"releaseDate": "2025-05",
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"summary": "We introduce Visual Fidelity and Contrastiveness -- two explanation quality scores that help users more appropriately rely on vision-language model predictions without seeing the image."
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},
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{
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"name": "ELI-Why: Evaluating the Pedagogical Utility of LLM Explanations",
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"author": "Brihi Joshi*, <b>Keyu He*</b>, Sahana Ramnath, Sadra Sabouri, Kaitlyn Zhou, Souti Chattopadhyay, Swabha Swayamdipta, Xiang Ren",
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"summary": "Evaluate the pedagogical utility of LLMs in tailoring explanations to users with different educational backgrounds.",
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"url": "../assets/pdf/ELI_Why_Evaluating_the_Pe.pdf"
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},
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{
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"name": "Beyond the Text: How Explanation Qualities Influence User Trust in Visual Language Models",
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"author": "Keyu He, Tejas Srinivasan, Brihi Joshi, Xiang Ren, Jesse Thomason, Swabha Swayamdipta",
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"publisher": "Submitted to NeurIPS 2025",
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"releaseDate": "2025-02",
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"summary": "We introduce Visual Fidelity and Contrastiveness -- two explanation quality scores that help users more appropriately rely on vision-language model predictions without seeing the image."
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},
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{
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"name": "Attributing Culture-Conditioned Generations to Pretraining Corpora",
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"author": "Huihan Li*, Arnav Goel*, Keyu He, Xiang Ren",
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{
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"name": "Programming",
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"level": "",
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"keywords": ["C++", "Python", "Java", "MySQL", "HTML", "CSS", "JS"]
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"keywords": ["C++", "Python", "Java", "MySQL", "HTML", "CSS", "JS", "x86-64 Assembly"]
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},
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{
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"name": "Software",
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"level": "",
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"keywords": ["LaTeX", "Mathematica", "Matlab"]
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"keywords": ["PyTorch", "Pandas", "NumPy", "Git", "AWS", "LaTeX", "Mathematica", "Matlab"]
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},
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{
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"name": "Areas of Expertise",
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"level": "",
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"keywords": ["Machine Learning", "Natural Language Processing (NLP)", "Large Language Models (LLMs)", "Data Science / Data Engineering"]
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},
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"name": "Languages",

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