Niklas Muennighoff
3 papers in the PaperMetrix corpus
Papers by this author
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BLOOM: A 176B-Parameter Open-Access Multilingual Language Model
2022 · arXiv (Cornell University)
Large language models (LLMs) have been shown to be able to perform new tasks based on a few demonstrations or natural language instructions. While these capabilities have led to widespread adoption, most LLMs are developed …
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Crosslingual Generalization through Multitask Finetuning
2023
Niklas Muennighoff, Thomas Wang, Lintang Sutawika, Adam Roberts, Stella Biderman, Teven Le Scao, M Saiful Bari, Sheng Shen, Zheng Xin Yong, Hailey Schoelkopf, Xiangru Tang, Dragomir Radev, Alham Fikri Aji, Khalid Almubarak, Samuel Albanie, Zaid …
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MTEB: Massive Text Embedding Benchmark
2023
Text embeddings are commonly evaluated on a small set of datasets from a single task not covering their possible applications to other tasks. It is unclear whether state-of-the-art embeddings on semantic textual similarity (STS) can …