5 citations · 5 across the 4 of their papers we have counts for
4 papers
Drop Dropout on Single-Epoch Language Model Pretraining
Houjun Liu, John Bauer, Christopher D. Manning
Originally, dropout was seen as a breakthrough regularization technique that reduced overfitting and improved performance in almost all applications of deep learning by reducing ov…
Plan of Thoughts: Heuristic-Guided Problem Solving with Large Language Models
Houjun Liu
While language models (LMs) offer significant capability in zero-shot reasoning tasks across a wide range of domains, they do not perform satisfactorily in problems which requires…
Encrypted, Anonymized System for Protected Health Information Verification Built via Proof of Stake
Houjun Liu
Digital Health Passes (DHP), systems of digitally validating quarantine and vaccination status such as the New York IBM Excelsior Pass, demonstrate a lawful means to approach some…
Towards Automated Psychotherapy via Language Modeling
Houjun Liu
In this experiment, a model was devised, trained, and evaluated to automate psychotherapist/client text conversations through the use of state-of-the-art, Seq2Seq Transformer-based…