Search Results for author: Aditya Jain

Found 10 papers, 0 papers with code

Neural Machine Translation in Low-Resource Setting: a Case Study in English-Marathi Pair

no code implementations MTSummit 2021 Aakash Banerjee, Aditya Jain, Shivam Mhaskar, Sourabh Dattatray Deoghare, Aman Sehgal, Pushpak Bhattacharya

Techniques such as Phrase Table Injection (PTI) and back-translation and mixing of language corpora are used for enhancing the parallel data; whereas pivoting and multilingual embeddings are used to leverage transfer learning.

Machine Translation NMT +2

Generation Z's Ability to Discriminate Between AI-generated and Human-Authored Text on Discord

no code implementations31 Dec 2023 Dhruv Ramu, Rishab Jain, Aditya Jain

We surveyed Generation Z aged individuals (n = 335) to evaluate their proficiency in discriminating between AI-generated and human-authored text on Discord.

Misinformation

Generator Assisted Mixture of Experts For Feature Acquisition in Batch

no code implementations19 Dec 2023 Vedang Asgaonkar, Aditya Jain, Abir De

However, sequential acquisition is not feasible in some settings where time is of the essence.

muBoost: An Effective Method for Solving Indic Multilingual Text Classification Problem

no code implementations21 Jun 2022 Manish Pathak, Aditya Jain

In this paper, we are presenting our solution to Multilingual Abusive Comment Identification Problem on Moj, an Indian video-sharing social networking service, powered by ShareChat.

Multilingual text classification Sarcasm Detection +3

International cooperation and competition in orbit-use management

no code implementations8 May 2022 Aditya Jain, Akhil Rao

We develop a game-theoretic model of national regulatory policies and self-enforcing international treaties for orbit-use management in the face of open access, regulatory competition, and catastrophe.

Management

Solving Fashion Recommendation -- The Farfetch Challenge

no code implementations3 Aug 2021 Manish Pathak, Aditya Jain

Bayesian optimization of hyper parameters improved the MRR to 0. 5240 on the validation set.

Bayesian Optimization Binary Classification

Biased Models Have Biased Explanations

no code implementations20 Dec 2020 Aditya Jain, Manish Ravula, Joydeep Ghosh

We study fairness in Machine Learning (FairML) through the lens of attribute-based explanations generated for machine learning models.

Attribute BIG-bench Machine Learning +1

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