Submodular Subset Selection for Long-Document Question Answering
Using submodular optimization to select spans from long documents.
Projects
Here are some interesting things I've done in the past, in reverse chronological order.Using submodular optimization to select spans from long documents.
Blockchain simulation with Selfish and Stubborn Attacks
An extensive blockchain simulator, that can also simulate selfish and stubborn mining attacks.
Automated Data Augmentation for Robustness
Automatically generating augmentions without rules to make Text-to-SQL models more robust.
Theoretical Bounds for Group Testing
Theoretical Performance Guarantees for COVID-19 Group Testing.
Text-to-Speech conversion with Diffusion Models
Using Diffusion Models to convert Text to Speech.
Data Augmentation to break Feedback Loops
Using Data Augmentation to break a negative feedback loop of MetricGANs.
Reverse Dictionary
A Reverse Dictionary + A high quality dataset of (word, meaning) pairs.
Computable Performance Bounds on Sparse Recovery
Tighter, readily verifiable bounds on sparse recovery of signals.
RTL-to-C Decompiler
Recovering source code from the compiled RTL.
Raft Distributed System & Sharded K-V Store
A Golang implemenation of the Raft consensus protocol.