My specialization lies in Natural Language Processing (NLP) and my broad research interests are in topics like Personality/Emotion Detection, Low Resource Languages, and Question Answering. I am well-versed in NLP problems and the latest research.
A brief list of the algorithms that I cover:
DL: Convolutional Neural Networks (CNNs), Long Short Term Memory Networks (LSTMs), Recurrent Neural Networks (RNNs), Multilayer Perceptrons (MLPs), Autoencoders etc.
Transformers: BERT, ALBERT, XLNET, RoBERTa etc
A brief list of the pre-processing:
Lowercasing, Removing Extra Whitespaces, Tokenization, Spelling Correction, Stopwords Removal, Removing Punctuations, Removal of Frequent Words, Stemming, Lemmatization, Removal of URLs, Removal of HTML Tags etc.
A brief list of the features:
Word n-grams, Character n-grams, word embeddings, GloVe, Social media features, statistical features, psycho-linguistic features, sentence embeddings,etc
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