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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 |