Multilingual NLP
Detecting fake news, false claims, and machine-generated text across languages and low-resource settings.
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1 min read
AI Robustness & Adversarial Safety
Investigating how dialect diversity, authorship obfuscation, and expert-level text editing expose critical vulnerabilities in content detection systems.
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1 min read
NLP Applications & Reasoning
Advancing language understanding through in-context learning and graph-based representations across diverse application domains.
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1 min read
Equity, Inclusion & the Digital Language Divide
Examining how AI systems disproportionately impact long-tail users and speakers of underserved languages.
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1 min read