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joshbarua committed Dec 26, 2024
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<div class="col-md-8 pt-5 about">
Hey there! I am a Senior studying Computer Science at UC Berkeley.
Previously, I spent a great summer with the <a href="https://www.ll.mit.edu/r-d/technology-office/artificial-intelligence-technology">AI Technology Group</a>
at the MIT Lincoln Lab, working with <a href="https://keeganquigley.com/">Keegan Quigley</a> and <a href="https://www.ll.mit.edu/biographies/miriam-cha">Miriam Cha</a>.
Currently, I am an undergraduate researcher in the <a href="https://nlp.cs.berkeley.edu/index.shtml">Berkeley NLP Group</a>,
Previously, I spent a great summer interning with the <a href="https://www.ll.mit.edu/r-d/technology-office/artificial-intelligence-technology">AI Technology Group</a>
at the MIT Lincoln Lab. Currently, I am an undergraduate researcher in the <a href="https://nlp.cs.berkeley.edu/index.shtml">Berkeley NLP Group</a>,
where I have been very fortunate to collaborate with and learn from <a href="https://www.alanesuhr.com/">Alane Suhr</a>,
<a href="https://people.eecs.berkeley.edu/~sanjayss/">Sanjay Subramanian</a>,
<a href="https://kayoyin.github.io/">Kayo Yin</a>, and
<a href="https://people.eecs.berkeley.edu/~klein/">Dan Klein</a>.
<br><br>
My research interests broadly span natural language processing, with a focus on improving our understanding of models through interpretability and evaluation.
Recently, I have been exploring the multilingual capabilities of LLMs and the training dynamics of language models.
Recently, I have been exploring the multilingual capabilities of LLMs and mechanistic explanations of emergent behavior in neural models.
I'm also excited about work that draws on linguistic principles to study the foundations of language modeling!
<p class="header pt-5">Preprints & Publications</p>
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