Knowledge Graph Construction - Named Entity Recognition (NER)
TLDR; I’m exploring how to extract entities from text in an unsupervised fashion.
News!
- I will be at NeurIPS 2025 in San Diego, CA, USA presenting work on mixture-of-experts models for survival analysis in two places: 1) the Machine Learning for Health Symposium and 2) the Learning from Time Series for Health.
- I will be attending ICLR 2024 in Vienna, Austria! Check out the work I'll be presenting: Prompt Risk Control: A Rigorous Framework for Responsible Deployment of Large Language Models
- I will be attending LREC-COLING 2024 in Turin, Italy! Check out that work here: Social Orientation: A New Feature for Dialogue Analysis
Recent posts
BCI Research Proposal
TLDR; This post was adapted from a research proposal that I wrote while applying to the NSF GRFP.
Knowledge Graph Preliminaries
TLDR; I’ve been researching ways to construct knowledge graphs from text and then use them for NLP reasoning tasks.
On Community
TLDR; I’ve been interacting with the open source community a bit recently and they’re a great bunch of developers.
Building a JetBot
TLDR; I built a little JetBot equipped with deep learning based collision avoidance and object tracking systems.