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Atharva Kulkarni's Projects

icon-2020-techdofication icon icon-2020-techdofication

The repository contains team SPPU_AKAH's submission for the ICON 2020 TechDOfication Shared Task (Subtask-1f). We propose a hybrid BiLSTM-CNN based Attention Ensemble model for the task of coarse-grained automatic technical domain identification of short texts in the Marathi Language. Our system resulted in the best submission for the subtask-1f.

meta-word-embeddings icon meta-word-embeddings

Implementation of Meta-Word-Embeddings, a combination of word2vec, GloVe, and fassttext word embeddings using various types of autoencoders.

mtl-group-robustness icon mtl-group-robustness

Official repo of the TMLR 2024 paper Multitask Learning Can Improve Worst-Group Outcomes

uci-sentiment-analysis icon uci-sentiment-analysis

Implementation of various Machine Learning and Deep Learning models for Sentiment Analysis on the 'Sentiment Labelled Sentences Data Set' by University of California, Irvine.

wilds icon wilds

A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.

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