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Found 3 papers, 2 papers with code
Learn To be Efficient: Build Structured Sparsity in Large Language Models
The emergence of activation sparsity in LLMs provides a natural approach to reduce this cost by involving only parts of the parameters for inference.
A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity
While alignment algorithms are now commonly used to tune pre-trained language models towards a user's preferences, we lack explanations for the underlying mechanisms in which models become ``aligned'', thus making it difficult to explain phenomena like jailbreaks.
PromptRank: Unsupervised Keyphrase Extraction Using Prompt
This demonstrates the great potential of using prompt for unsupervised keyphrase extraction.
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Keyphrase Extraction
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