3 papers
cs.CL2025
A New Pair of GloVes
Riley Carlson, John Bauer, Christopher D. Manning
This report documents, describes, and evaluates new 2024 English GloVe (Global Vectors for Word Representation) models. While the original GloVe models built in 2014 have been wide…
cs.CL2025
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…
cs.CL2025
Osiris: A Lightweight Open-Source Hallucination Detection System
Alex Shan, John Bauer, Christopher D. Manning
Retrieval-Augmented Generation (RAG) systems have gained widespread adoption by application builders because they leverage sources of truth to enable Large Language Models (LLMs) t…