Graham Neubig

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Videos by Graham Neubig (http://www.phontron.com)

Latest Videos

CMU LLM Inference (12) Reward Models and Best-of-N

CMU LLM Inference (12) Reward Models and Best-of-N

Graham Neubig

1.7K views·6 months ago

CMU LLM Inference (11) Agents and Multi-Agent Communication

CMU LLM Inference (11) Agents and Multi-Agent Communication

Graham Neubig

897 views·6 months ago

CMU LLM Inference (10) Incorporating Tools

CMU LLM Inference (10) Incorporating Tools

Graham Neubig

414 views·6 months ago

CMU LLM Inference (9) Reasoning Models

CMU LLM Inference (9) Reasoning Models

Graham Neubig

928 views·6 months ago

CMU LLM Inference (8) Self-Refine and Self-Correction Methods

CMU LLM Inference (8) Self-Refine and Self-Correction Methods

Graham Neubig

515 views·6 months ago

CMU LLM Inference (7) Chain of Thought and Intermediate Steps

CMU LLM Inference (7) Chain of Thought and Intermediate Steps

Graham Neubig

680 views·6 months ago

CMU LLM Inference (6) Other Controlled Generation Methods

CMU LLM Inference (6) Other Controlled Generation Methods

Graham Neubig

285 views·6 months ago

CMU LLM Inference (5) A and Best First Search

CMU LLM Inference (5) A and Best First Search

Graham Neubig

283 views·6 months ago

CMU LLM Inference (4) Beam Search and Variants

CMU LLM Inference (4) Beam Search and Variants

Graham Neubig

892 views·8 months ago

CMU LLM Inference (3) Common Sampling Methods

CMU LLM Inference (3) Common Sampling Methods

Graham Neubig

871 views·8 months ago

CMU LLM Inference (2) Probability Review and Code Examples

CMU LLM Inference (2) Probability Review and Code Examples

Graham Neubig

957 views·8 months ago

CMU LLM Inference (1) Introduction to Language Models and Inference

CMU LLM Inference (1) Introduction to Language Models and Inference

Graham Neubig

4.2K views·8 months ago

CMU Advanced NLP Fall 2024 (22) From Decoding to Meta Generation Inference Time Algorithms for LMs

CMU Advanced NLP Fall 2024 (22) From Decoding to Meta Generation Inference Time Algorithms for LMs

Graham Neubig

1.7K views·1 year ago

CMU Advanced NLP Fall 2024 (23) MagicPIG & Factor - Methods for Long Context LMs

CMU Advanced NLP Fall 2024 (23) MagicPIG & Factor - Methods for Long Context LMs

Graham Neubig

1.6K views·1 year ago

CMU Advanced NLP Fall 2024 (21) Safety, Ethics, and Biase in NLP Systems

CMU Advanced NLP Fall 2024 (21) Safety, Ethics, and Biase in NLP Systems

Graham Neubig

745 views·1 year ago

CMU Advanced NLP Fall 2024 (20) Multilingual NLP

CMU Advanced NLP Fall 2024 (20) Multilingual NLP

Graham Neubig

872 views·1 year ago

CMU Advanced NLP Fall 2024 (19) Learning FromFor Knowledge Bases

CMU Advanced NLP Fall 2024 (19) Learning FromFor Knowledge Bases

Graham Neubig

851 views·1 year ago

CMU Advanced NLP Fall 2024 (18) Linguistics and Computational Linguistics

CMU Advanced NLP Fall 2024 (18) Linguistics and Computational Linguistics

Graham Neubig

694 views·1 year ago

CMU Advanced NLP Fall 2024 (17) Evaluation and Multimodal

CMU Advanced NLP Fall 2024 (17) Evaluation and Multimodal

Graham Neubig

969 views·1 year ago

CMU Advanced NLP Fall 2024 (14) Ensembling and Mixture of Experts

CMU Advanced NLP Fall 2024 (14) Ensembling and Mixture of Experts

Graham Neubig

1.0K views·1 year ago

CMU Advanced NLP Fall 2024 (16) Agents for Software Development and Web Browsing

CMU Advanced NLP Fall 2024 (16) Agents for Software Development and Web Browsing

Graham Neubig

1.9K views·1 year ago

CMU Advanced NLP Fall 2024 (15) Tool Use and LLM Agent Basics

CMU Advanced NLP Fall 2024 (15) Tool Use and LLM Agent Basics

Graham Neubig

4.1K views·1 year ago

CMU Advanced NLP Fall 2024 (13) Long Sequence Models

CMU Advanced NLP Fall 2024 (13) Long Sequence Models

Graham Neubig

1.0K views·1 year ago

CMU Advanced NLP Fall 2024 (7) Prompting and Complex Reasoning

CMU Advanced NLP Fall 2024 (7) Prompting and Complex Reasoning

Graham Neubig

4.7K views·1 year ago

CMU Advanced NLP Fall 2024 (6) Instruction Tuning

CMU Advanced NLP Fall 2024 (6) Instruction Tuning

Graham Neubig

2.9K views·1 year ago

CMU Advanced NLP Fall 2024 (12) Domain Specific Modeling Code and Math

CMU Advanced NLP Fall 2024 (12) Domain Specific Modeling Code and Math

Graham Neubig

1.3K views·1 year ago

CMU Advanced NLP Fall 2024 (11) Distillation, Quantization, and Pruning

CMU Advanced NLP Fall 2024 (11) Distillation, Quantization, and Pruning

Graham Neubig

2.0K views·1 year ago

CMU Advanced NLP Fall 2024 (10) Retrieval and RAG

CMU Advanced NLP Fall 2024 (10) Retrieval and RAG

Graham Neubig

4.6K views·1 year ago

CMU Advanced NLP Fall 2024 (9) Experimental Design and Data Annotation

CMU Advanced NLP Fall 2024 (9) Experimental Design and Data Annotation

Graham Neubig

1.5K views·1 year ago

CMU Advanced NLP Fall 2024 (8) Reinforcement Learning and Human Feedback

CMU Advanced NLP Fall 2024 (8) Reinforcement Learning and Human Feedback

Graham Neubig

2.3K views·1 year ago

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