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title
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author
Jishnu Ray Chowdhury
updated
2025-12-19 05:25:41
raw text
Jishnu Ray Chowdhury Jishnu Ray Chowdhury I am a PhD candidate at the University of Illinois at Chicago (UIC), working with Prof. Cornelia Caragea . During the summer of 2020 and 2021, I did research internships at Bloomberg . I explored ways to extend Recursive Neural Networks (RvNN) for length generalization and compositional generalization without access to ground truth structure data. I developed Continuous Recursive Neural Networks (CRvNN) which softens the structure and order of composition - making it closer to Transformers. I also extended Gumbel Tree RvNNs with Beam Search and introduced several tricks to reduce memory consumption by more than ten times. I also explored ways to interface RvNNs ...
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