1 citations · 2 across the 3 of their papers we have counts for
3 papers
IRepair: An Intent-Aware Approach to Repair Data-Driven Errors in Large Language Models
Sayem Mohammad Imtiaz, Astha Singh, Fraol Batole +1
Not a day goes by without hearing about the impressive feats of large language models (LLMs), and equally, not a day passes without hearing about their challenges. LLMs are notorio…
What Kinds of Contracts Do ML APIs Need?
Samantha Syeda Khairunnesa, Shibbir Ahmed, Sayem Mohammad Imtiaz +2
Recent work has shown that Machine Learning (ML) programs are error-prone and called for contracts for ML code. Contracts, as in the design by contract methodology, help document A…
Decomposing a Recurrent Neural Network into Modules for Enabling Reusability and Replacement
Sayem Mohammad Imtiaz, Fraol Batole, Astha Singh +3
Can we take a recurrent neural network (RNN) trained to translate between languages and augment it to support a new natural language without retraining the model from scratch? Can…