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@JRC1995
JRC1995
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Jishnu Ray Chowdhury JRC1995

Computer Science PhD Graduate from University of Illinois at Chicago.Interests: ML, NLP, AI.

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  1. ZeroPromptSearchZeroPromptSearchPublic

    Implementation 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…

    Python 15 4

  2. Continuous-RvNNContinuous-RvNNPublic

    Official Repository for "Modeling Hierarchical Structures with Continuous Recursive Neural Networks" (ICML 2021)

    Python 11 1

  3. ChatbotChatbotPublic

    Hybrid Conversational Bot based on both neural retrieval and neural generative mechanism with TTS.

    Jupyter Notebook 83 24

  4. Multilingual-BERT-DisasterMultilingual-BERT-DisasterPublic

    Resources for: Cross-Lingual Disaster-related Multi-label Tweet Classification with Manifold Mixup (ACL SRW 2020)

    Python 11 2

  5. DemonRangerOptimizerDemonRangerOptimizerPublic

    Quasi Hyperbolic Rectified DEMON Adam/Amsgrad with AdaMod, Gradient Centralization, Lookahead, iterative averaging and decorrelated Weight Decay

    Python 25 4

  6. Abstractive-SummarizationAbstractive-SummarizationPublic

    Implementation of abstractive summarization using LSTM in the encoder-decoder architecture with local attention.

    Jupyter Notebook 167 59


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