Jishnu Ray Chowdhury

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

JRC1995

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

JRC1995

Keyword extraction using TextRank algorithm after pre-processing the text with lemmatization, filtering unwanted parts-of-speech and other techniques.

JRC1995

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

JRC1995

Exploration of BERT-BiLSTM models with Layer Aggregation (attention-based and capsule-routing-based) and Hidden-State Aggregation (attention-based and capsule-routing-based).

JRC1995

Machine Translation using Transfromers

JRC1995

SOM clustering on IRIS dataset

JRC1995