rajarshd.github.io - Rajarshi Das

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Description: Rajarshi is a PhD student with Prof. Andrew McCallum. His research interests are in Machine Learning and NLP.

machine learning (3353) nlp (1919) computer science (1231) deep learning (1107) phd student (32) rajarshi das (1) andrew mccallum (1)

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I'm a postdoctoral researcher at the University of Washington where I work with Prof. Hannaneh Hajishirzi . Previously, I earned my Ph.D. from UMass Amherst , where I worked with Prof. Andrew McCallum . I earned my Masters from the Language Technologies Institute at Carnegie Mellon University , where I worked with Prof. Chris Dyer .

My research is on developing nonparametric, contextual reasoning models for program synthesis and question answering on knowledge graphs and text. These models are accurate, controllable (debuggable), offer interpretable predictions and can seamlessly reason with newly arriving information. Recently, I have been working on neuro-symbolic advancements to an old nonparametric framework initially proposed in classical AI - Case-based Reasoning . In a CBR framework, the reasoning pattern required to solve a pro

Contact: [email protected]

Links to rajarshd.github.io (3)



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