B. Premjith
Amrita Vishwa Vidyapeetham
50 Papers
66 Citations
B. Premjith is an academic researcher from Amrita Vishwa Vidyapeetham. The author has contributed to research in topics: Computer science & Deep learning. The author has an hindex of 7, co-authored 39 publications.
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Papers
Detection of Hate Speech Text in Hindi-English Code-mixed Data
TL;DR: The paper projects a machine learning model to detect hate speech in Hindi-English code-mixed social media text using Facebook’s pre-trained word embedding library, fastText to represent 10000 data samples collected from different sources as hate and non-hate.
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Emotion Detection in Hinglish(Hindi+English) Code-Mixed Social Media Text
TL;DR: A pretrained bilingual model is used to generate feature vectors and deep neural networks are employed as classification models and CNN-BiLSTM gave better performance compared to other experimented models with 83.21% classification accuracy.
71
Modeling the Fresh and Hardened Stage Properties of Self-Compacting Concrete using Random Kitchen Sink Algorithm
TL;DR: In this paper, the authors used regularized least square algorithm (RLS) along with random kitchen sink algorithm(RKS) to predict the fresh and hardened stage properties of SCC.
Neural Machine Translation System for English to Indian Language Translation Using MTIL Parallel Corpus
TL;DR: A neural machine translation system for four language pairs, designed with long short-term memory (LSTM) networks and bi-directional recurrent neural networks (Bi-RNN) and able to perceive long-term contexts in the sentences.
A deep learning approach for Malayalam morphological analysis at character level
TL;DR: A deep learning approach is proposed for learning the rules for identifying the morphemes automatically and segmenting them from the original word, to identify the grammatical structure of the word.
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