Researcher profile
Alisa Liu
2 papers in the PaperMetrix corpus
Publications
Papers by this author
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Self-Instruct: Aligning Language Models with Self-Generated Instructions
2022 · arXiv (Cornell University)
Large "instruction-tuned" language models (i.e., finetuned to respond to instructions) have demonstrated a remarkable ability to generalize zero-shot to new tasks. Nevertheless, they depend heavily on human-written instruction data that is often limited in quantity, …
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Self-Instruct: Aligning Language Models with Self-Generated Instructions
2023
Yizhong Wang, Yeganeh Kordi, Swaroop Mishra, Alisa Liu, Noah A. Smith, Daniel Khashabi, Hannaneh Hajishirzi. Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2023.