Computer Science PhD Graduate from University of Illinois at Chicago.
Interests: ML, NLP, AI.
- New York
- https://jrc1995.github.io/
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ZeroPromptSearch
ZeroPromptSearch PublicImplementation of an LLM prompting pipeline combined with wrappers for auto-decomposing reasoning steps and for search through the reasoning-step-space (eg. by beam search, MCTS etc.) guided by sel…
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Continuous-RvNN
Continuous-RvNN PublicOfficial Repository for "Modeling Hierarchical Structures with Continuous Recursive Neural Networks" (ICML 2021)
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Multilingual-BERT-Disaster
Multilingual-BERT-Disaster PublicResources for: Cross-Lingual Disaster-related Multi-label Tweet Classification with Manifold Mixup (ACL SRW 2020)
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DemonRangerOptimizer
DemonRangerOptimizer PublicQuasi Hyperbolic Rectified DEMON Adam/Amsgrad with AdaMod, Gradient Centralization, Lookahead, iterative averaging and decorrelated Weight Decay
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Abstractive-Summarization
Abstractive-Summarization PublicImplementation of abstractive summarization using LSTM in the encoder-decoder architecture with local attention.
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