8-bit Methods for Efficient Deep Learning -- Tim Dettmers (University of Washington)

Orion Weller: Using Language Models for Instruction-Based Information Retrieval

Speaker diarization -- Herve Bredin -- JSALT 2023

Towards Meaning: The Tectogrammatical Sentence Representation - Jan Hajic - 2001

Cam McLeman on Experimental Mathematics via Machine Learning

How to Make Your Website Not Ugly: Basic UX for Programmers - Hilary Stohs-Krause

Instruction Tuning of Large Language Models - Yizhong Wang (UW)

Russell's Paradox - a simple explanation of a profound problem

Why Isn't Functional Programming the Norm? – Richard Feldman

Why Vertical LLM Agents Are The New $1 Billion SaaS Opportunities

40 Years Of Software Engineering Experience In 19 Minutes

Luca Soldaini - OLMo: Accelerating the Science of Open Language Models

Probabilistic Linear Discriminant Analysis of i—Vector Posterior Distributions - Sandro Cumani 2012

Efficient Speech Processing - CLSP Seminar talk by Tatiana Likhomanenko

Terence Tao at IMO 2024: AI and Mathematics

Do pretrained Transformers Learn In-Context by Gradient Descent? Aayush Mishra (ICML 2024)

Masters vs PhD in mathematics

Emergence and reasoning in large language models - Jason Wei (Google)

The Problem With Microservices

Your first year in a PhD Program