Projects
Research Projects
The threads that make up my research, grouped by where I am now and where I've been. Each links to a longer write-up and the related publications.
CURRENT
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Multi-modal Long-form Generation
1 paperLong-form question-answering and summarization over videos and other multi-modal narratives, with an emphasis on coherence across extended outputs.
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Clinical NLP
1 paperUsing LLMs to surface clinical decision patterns from unstructured medical narratives, with a focus on heart failure and heart transplant care.
PRIOR
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Fact-checking & Claim Detection
19 papersBuilding systems that assist human fact-checkers — identifying check-worthy claims, matching them to previously fact-checked evidence, and the shared-task ecosystem around them.
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Propaganda & Persuasion Detection
5 papersDetecting propaganda and persuasion techniques across text, images, and memes.
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COVID-19 Misinformation
7 papersAnalyzing and combating pandemic-era misinformation across languages and platforms — factuality, harmfulness, framing, and vaccine discourse.