Greg Durrett

CS378NLP Fall 2020
CS378NLP Fall 2020 "intro"
CS371N/388 NLP
CS371N/388 NLP "trailer" (fall 2023)
Position Encodings (Natural Language Processing at UT Austin)
Position Encodings (Natural Language Processing at UT Austin)
Chain of Thought (Natural Language Processing at UT Austin)
Chain of Thought (Natural Language Processing at UT Austin)
Transformer Architecture (Natural Language Processing at UT Austin)
Transformer Architecture (Natural Language Processing at UT Austin)
Language and Vision (Natural Language Processing at UT Austin)
Language and Vision (Natural Language Processing at UT Austin)
Future Risks of Large Language Models (NLP for High School)
Future Risks of Large Language Models (NLP for High School)
Transformer Language Modeling (Natural Language Processing at UT Austin)
Transformer Language Modeling (Natural Language Processing at UT Austin)
Factuality of LLMs (Natural Language Processing at UT Austin)
Factuality of LLMs (Natural Language Processing at UT Austin)
T5 (Natural Language Processing at UT Austin)
T5 (Natural Language Processing at UT Austin)
Language Grounding (Natural Language Processing at UT Austin)
Language Grounding (Natural Language Processing at UT Austin)
Zero-shot Prompting (Natural Language Processing at UT Austin)
Zero-shot Prompting (Natural Language Processing at UT Austin)
Neural Chatbots (Natural Language Processing at UT Austin)
Neural Chatbots (Natural Language Processing at UT Austin)
Intro to ChatGPT and NLP (NLP for High School)
Intro to ChatGPT and NLP (NLP for High School)
Reinforcement Learning from Human Feedback (Natural Language Processing at UT Austin)
Reinforcement Learning from Human Feedback (Natural Language Processing at UT Austin)
Using Transformers (Natural Language Processing at UT Austin)
Using Transformers (Natural Language Processing at UT Austin)
Seq2seq Models (Natural Language Processing at UT Austin)
Seq2seq Models (Natural Language Processing at UT Austin)
Mathematics of Language Modeling (NLP for High School)
Mathematics of Language Modeling (NLP for High School)
RNNs and their Shortcomings (Natural Language Processing at UT Austin)
RNNs and their Shortcomings (Natural Language Processing at UT Austin)
Beam Search (Natural Language Processing at UT Austin)
Beam Search (Natural Language Processing at UT Austin)
Ethics: Bias (Natural Language Processing at UT Austin)
Ethics: Bias (Natural Language Processing at UT Austin)
Attention (Natural Language Processing at UT Austin)
Attention (Natural Language Processing at UT Austin)
ChatGPT Part 2 (NLP for High School)
ChatGPT Part 2 (NLP for High School)
Multi Head Self Attention (Natural Language Processing at UT Austin)
Multi Head Self Attention (Natural Language Processing at UT Austin)
Understanding ICL: Induction Heads (Natural Language Processing at UT Austin)
Understanding ICL: Induction Heads (Natural Language Processing at UT Austin)
Machine Learning (NLP for High School)
Machine Learning (NLP for High School)
GPT-3 (Natural Language Processing at UT Austin)
GPT-3 (Natural Language Processing at UT Austin)
Neural and Pretrained Machine Translation (Natural Language Processing at UT Austin)
Neural and Pretrained Machine Translation (Natural Language Processing at UT Austin)
Instruction Tuning (Natural Language Processing at UT Austin)
Instruction Tuning (Natural Language Processing at UT Austin)
ChatGPT The Basics (NLP for High School)
ChatGPT The Basics (NLP for High School)