Calling all academic AI researchers! 🚨
We are conducting a survey on compute resources. We want to help the community better understand our capabilities+needs. We hope that this will help us all advocate for the resources we need!

Please contribute at: forms.gle/3hEie4hj999fiS…

Mechanistic interpreters: Aaron Traylor and Jack Merullo of the LUNAR Lab got under the hood of a ChatGPT-like AI to show that this type of AI can adopt some of the same processes the human brain uses. bit.ly/Carneyfabcollab Franklab_LNCC Brown NLP Aaron Traylor Jack Merullo

Thrilled to announce the 2024 recipients of #KempnerInstitute Research Fellowships: Thomas Fel, Mikail Khona, Bingbin Liu, Isabel Papadimitriou, Noor Sajid, & Aaron Walsman! bit.ly/4aBQ6MS

Thomas Fel mikail khona Bingbin Liu Isabel Papadimitriou Noor Sajid Aaron Walsman

Super excited to share our perspective/full papers that were accepted at #SIGIR2024 !

1. 'Axiomatic Causal Interventions for Reverse Engineering Relevance Computation in Neural Retrieval Models' w/Jack Merullo Health NLP proposes a new method for IR interpretability

👋👨‍🍳🍵 After a year of cooking up a secret project, I'm thrilled to officially reveal:

The 𝐋𝐄𝐍𝐒 𝐏𝐫𝐨𝐣𝐞𝐜𝐭.

By combining modern tools of Explainable AI, how much can we explain a ResNet50?

🧶

New paper alert! There's a wealth of evidence that infants categorize spatial relations starting from 3-4 months onward. Can we evaluate neural networks in similar paradigms to babies, without special relational training? If so, what do we learn? 1/N

sciencedirect.com/science/articl…

Our #ICLR2024 paper was accepted as a spotlight: We look at whether language models reuse attention heads for functionally similar processes across different tasks. Basically, whether LMs implement reusable ‘functions’ in their weights

I had a great time working on this project with superstar undergrad Enyan Zhang 张恩言! Take a look at his thread if you're interested in controlling the inductive biases of neural nets. Also, Enyan is applying to PhDs right now - look out for his application!