url
stringlengths
43
43
title
stringlengths
35
69
https://www.youtube.com/watch?v=6NeTO61qc4M
CMU Advanced NLP 2024 (1) Introduction to NLP
https://www.youtube.com/watch?v=WQYi-1mvGDM
CMU Advanced NLP 2024 (10) Retrieval and RAG
https://www.youtube.com/watch?v=s9yyH3RPhdM
CMU Advanced NLP 2024 (11) Distillation, Quantization, and Pruning
https://www.youtube.com/watch?v=NX0l1M0NWPM
CMU Advanced NLP 2024 (12) Reinforcement Learning
https://www.youtube.com/watch?v=c4UwOq2J9mQ
CMU Advanced NLP 2024 (13) Debugging and Interpretation
https://www.youtube.com/watch?v=MueCRSZ3RQ0
CMU Advanced NLP 2024 (14) Ensembling and Mixture of Experts
https://www.youtube.com/watch?v=2rOSrDtg7HQ
CMU Advanced NLP 2024 (15) A Tour of Modern Large Language Models
https://www.youtube.com/watch?v=bN2ZZieBXsE
CMU Advanced NLP 2024 (17) Code Generation
https://www.youtube.com/watch?v=IwEYCbdgJ9U
CMU Advanced NLP 2024 (18) Knowledge and Language Models
https://www.youtube.com/watch?v=wa61zdcKWyU
CMU Advanced NLP 2024 (2) Word Representation and Text Classification
https://www.youtube.com/watch?v=d0QSnLjlgzc
CMU Advanced NLP 2024 (20) Tool Use and Language Agents
https://www.youtube.com/watch?v=mPd2hFmzjWE
CMU Advanced NLP 2024 (21) Complex Reasoning
https://www.youtube.com/watch?v=7Sse6P5xbEc
CMU Advanced NLP 2024 (22) Linguistics and Computational Linguistics
https://www.youtube.com/watch?v=1Y9qermdf8I
CMU Advanced NLP 2024 (23) Multilingual NLP
https://www.youtube.com/watch?v=69EAJOwV3Es
CMU Advanced NLP 2024 (3) Language Modeling
https://www.youtube.com/watch?v=x3U2zVhrgJ8
CMU Advanced NLP 2024 (4) Sequence Modeling
https://www.youtube.com/watch?v=QkGwxtALTLU
CMU Advanced NLP 2024 (5) Transformers
https://www.youtube.com/watch?v=96MMXDA7F74
CMU Advanced NLP 2024 (6) Generation Algorithms
https://www.youtube.com/watch?v=T1YrTbTkUb4
CMU Advanced NLP 2024 (7) Prompting
https://www.youtube.com/watch?v=KLJ3EEo8aPU
CMU Advanced NLP 2024 (8) Fine-tuning and Instruction Tuning
https://www.youtube.com/watch?v=IEFPSsu0Obg
CMU Advanced NLP 2024 (9) Experimental Design and Human Annotation