Search Results for author: Vishruth Veerendranath

Found 5 papers, 3 papers with code

Calc-CMU at SemEval-2024 Task 7: Pre-Calc -- Learning to Use the Calculator Improves Numeracy in Language Models

1 code implementation22 Apr 2024 Vishruth Veerendranath, Vishwa Shah, Kshitish Ghate

Quantitative and numerical comprehension in language is an important task in many fields like education and finance, but still remains a challenging task for language models.

Decoder Mathematical Reasoning

XLDA: Linear Discriminant Analysis for Scaling Continual Learning to Extreme Classification at the Edge

no code implementations21 Jul 2023 Karan Shah, Vishruth Veerendranath, Anushka Hebbar, Raghavendra Bhat

Streaming Linear Discriminant Analysis (LDA) while proven in Class-incremental Learning deployments at the edge with limited classes (upto 1000), has not been proven for deployment in extreme classification scenarios.

Class Incremental Learning Incremental Learning

C3PO: A Lightweight Copying Mechanism for Translating Pseudocode to Code

1 code implementation AACL-IJCNLP 2022 Vishruth Veerendranath, Vibha Masti, Prajwal Anagani, Mamatha Hr

In the Copy Phase, a binary classifier is employed to determine and mask the pseudocode tokens that can be directly copied into the code.

Code Translation Text-to-Code Generation

A Comparative Study of Algorithms for Intelligent Traffic Signal Control

1 code implementation2 Sep 2021 Hrishit Chaudhuri, Vibha Masti, Vishruth Veerendranath, S Natarajan

In this paper, methods have been explored to effectively optimise traffic signal control to minimise waiting times and queue lengths, thereby increasing traffic flow.

reinforcement-learning Reinforcement Learning (RL)

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