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UMass CS685 S24 (Advanced NLP) #10: Parameter-efficient adaptation of LLMs (LoRa / prompt tuning)

Duration: 1:13:08

UMass CS685 S24 (Advanced NLP) #5: Self-attention

Duration: 1:11:23

UMass CS685 S24 (Advanced NLP) #2: N-gram language models

Duration: 1:12:15

UMass CS685 S23 (Advanced NLP) #2: N-Gram Language Models

Duration: 1:15:29

UMass CS685 S24 (Advanced NLP) #15: Evaluating LLM-generated text

Duration: 1:14:02

UMass CS685 S24 (Advanced NLP) #17: Scaling laws for large language models

Duration: 1:03:09

UMass CS685 S24 (Advanced NLP) #21: Detecting LLM-generated text / LLM security

Duration: 1:14:28

UMass CS685 (Advanced NLP) F20: Implementing a neural language model in PyTorch

Duration: 1:09:41

UMass CS685 S24 (Advanced NLP) #18: Midterm review

Duration: 52:57

UMass CS685 S24 (Advanced NLP) #4: Neural language models (backpropagation)

Duration: 1:11:17

UMass CS685 F21 (Advanced NLP): Gradient descent & backpropagation

Duration: 1:13:51

UMass CS685 S24 (Advanced NLP) #12: Direct preference optimization (DPO)

Duration: 1:06:31

UMass CS685 S23 (Advanced NLP) #14: Evaluating text generation systems

Duration: 1:13:58

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