7:35Abstractive Summarization (Natural Language Processing at UT Austin)
A 8-minute video from Greg Durrett: “Abstractive Summarization (Natural Language Processing at UT Austin)”.
Greg Durrett
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7:35
10:06Annotation Artifacts (Natural Language Processing at UT Austin)
A 10-minute video from Greg Durrett: “Annotation Artifacts (Natural Language Processing at UT Austin)”.
8:57Applying Embeddings, Deep Averaging Networks (Natural Language Processing at UT Austin)
A 9-minute video from Greg Durrett: “Applying Embeddings, Deep Averaging Networks (Natural Language Processing at UT Austin)”.
11:04Attention (Natural Language Processing at UT Austin)
A 11-minute video from Greg Durrett: “Attention (Natural Language Processing at UT Austin)”.
13:02Attention: Model and Implementation (Natural Language Processing at UT Austin)
A 13-minute video from Greg Durrett: “Attention: Model and Implementation (Natural Language Processing at UT Austin)”.
7:20Attention: Problems with Seq2seq Models (Natural Language Processing at UT Austin)
A 7-minute video from Greg Durrett: “Attention: Problems with Seq2seq Models (Natural Language Processing at UT Austin)”.
14:08Attentive Reader (Natural Language Processing at UT Austin)
A 14-minute video from Greg Durrett: “Attentive Reader (Natural Language Processing at UT Austin)”.
5:40BART (Natural Language Processing at UT Austin)
A 6-minute video from Greg Durrett: “BART (Natural Language Processing at UT Austin)”.
6:01BART And Other Pre-Training (Natural Language Processing at UT Austin)
A 6-minute video from Greg Durrett: “BART And Other Pre-Training (Natural Language Processing at UT Austin)”.
5:52BERT For QA (Natural Language Processing at UT Austin)
A 6-minute video from Greg Durrett: “BERT For QA (Natural Language Processing at UT Austin)”.
7:45BERT: Masked Language Modeling (Natural Language Processing at UT Austin)
A 8-minute video from Greg Durrett: “BERT: Masked Language Modeling (Natural Language Processing at UT Austin)”.
14:43BERT: Model and Applications (Natural Language Processing at UT Austin)
A 15-minute video from Greg Durrett: “BERT: Model and Applications (Natural Language Processing at UT Austin)”.
13:22Basic RNNs, Elman Networks (Natural Language Processing at UT Austin)
A 13-minute video from Greg Durrett: “Basic RNNs, Elman Networks (Natural Language Processing at UT Austin)”.
8:01Basics of Learning, Gradient Descent (Natural Language Processing at UT Austin)
A 8-minute video from Greg Durrett: “Basics of Learning, Gradient Descent (Natural Language Processing at UT Austin)”.
9:02Beam Search (Natural Language Processing at UT Austin)
A 9-minute video from Greg Durrett: “Beam Search (Natural Language Processing at UT Austin)”.
9:50Beam Search (Natural Language Processing at UT Austin)
A 10-minute video from Greg Durrett: “Beam Search (Natural Language Processing at UT Austin)”.
5:43Bias In Word Embeddings (Natural Language Processing at UT Austin)
A 6-minute video from Greg Durrett: “Bias In Word Embeddings (Natural Language Processing at UT Austin)”.
6:31Bigram LM Code (Java) (NLP for High School)
Intro
A 7-minute video from Greg Durrett: “Bigram LM Code (Java) (NLP for High School)”.
5:48Bigram LM Code (Python) (NLP for High School)
Intro
A 6-minute video from Greg Durrett: “Bigram LM Code (Python) (NLP for High School)”.
13:39Building n-gram LMs (NLP for High School 2021-2022 version)
Intro
A 14-minute video from Greg Durrett: “Building n-gram LMs (NLP for High School 2021-2022 version)”.
11:16CCG (Natural Language Processing at UT Austin)
A 11-minute video from Greg Durrett: “CCG (Natural Language Processing at UT Austin)”.
14:29CKY Algorithm (Natural Language Processing at UT Austin)
A 14-minute video from Greg Durrett: “CKY Algorithm (Natural Language Processing at UT Austin)”.
7:01Chain of Thought (Natural Language Processing at UT Austin)
A 7-minute video from Greg Durrett: “Chain of Thought (Natural Language Processing at UT Austin)”.
5:54Chain of Thought: Extensions and Analysis (Natural Language Processing at UT Austin)
A 6-minute video from Greg Durrett: “Chain of Thought: Extensions and Analysis (Natural Language Processing at UT Austin)”.
7:56ChatGPT The Basics (NLP for High School)
Intro
A 8-minute video from Greg Durrett: “ChatGPT The Basics (NLP for High School)”.
9:05Compressive Summarization (Natural Language Processing at UT Austin)
A 9-minute video from Greg Durrett: “Compressive Summarization (Natural Language Processing at UT Austin)”.
13:48Conditional Random Fields (Natural Language Processing at UT Austin)
A 14-minute video from Greg Durrett: “Conditional Random Fields (Natural Language Processing at UT Austin)”.
15:07Constituency Parsing (Natural Language Processing at UT Austin)
A 15-minute video from Greg Durrett: “Constituency Parsing (Natural Language Processing at UT Austin)”.
7:47Copying And Pointers (Natural Language Processing at UT Austin)
A 8-minute video from Greg Durrett: “Copying And Pointers (Natural Language Processing at UT Austin)”.
7:34Cross Lingual Tagging And Parsing (Natural Language Processing at UT Austin)
A 8-minute video from Greg Durrett: “Cross Lingual Tagging And Parsing (Natural Language Processing at UT Austin)”.
10:51Cross-Lingual Pre-training (Natural Language Processing at UT Austin)
A 11-minute video from Greg Durrett: “Cross-Lingual Pre-training (Natural Language Processing at UT Austin)”.
14:37Dependencies (Natural Language Processing at UT Austin)
A 15-minute video from Greg Durrett: “Dependencies (Natural Language Processing at UT Austin)”.
5:34Dialogue And QA (Natural Language Processing at UT Austin)
A 6-minute video from Greg Durrett: “Dialogue And QA (Natural Language Processing at UT Austin)”.
10:00Dialogue: Chatbots (Natural Language Processing at UT Austin)
A 10-minute video from Greg Durrett: “Dialogue: Chatbots (Natural Language Processing at UT Austin)”.
9:10ELMo (Natural Language Processing at UT Austin)
A 9-minute video from Greg Durrett: “ELMo (Natural Language Processing at UT Austin)”.
20:11Ethical Issues In NLP [old version] (Natural Language Processing at UT Austin)
A 20-minute video from Greg Durrett: “Ethical Issues In NLP [old version] (Natural Language Processing at UT Austin)”.