Pankaj Gupta, PhD

deep learning neural networks relation extraction nlp information extraction natural language processing rnn information retrieval topic models recursive neural network recurrent neural networks word embeddings neural topic models lstm topic modeling named entity extraction representation learning generative modeling probabilistic graphical models #topic modeling docnade autoregressive models #neural networks neural network distributed representation learning explanability interpretability ticketing system lstms siamese networks textual similarity lecture unsupervised relation extraction bootstrapping trend extraction dynamic topic models #languagemodel #docnade #lstm #compositemodel #texttovec #generativemodeling unsupervised learning transfer learning texttovec neural relation extraction domain adaptation composite neural models nlproc ai industrialai information global and local semantics text representation topic coherence language modeling neural topic model knowledge graphs tensorflow theano python neural topic modeling phd machine learning