Blog(1)

• Text-Aware Adapter for Few-Shot Keyword Spotting

  Keyword spotting (KWS) is a technique for detecting pre-defined keywords in audio streams.

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Publications(3)

• Neural Fine-Tuning Search for Few-Shot Learning

  AuthorDa Li, Timothy Hospedales

  PublishedInternational Conference on Learning Representation (ICLR)

  Date2024-05-07

• HOP to the Next Tasks and Domains for Continual Learning in NLP

  AuthorUmberto Michieli, Mete Ozay

  PublishedNational Conference on Artificial Intelligence (AAAI)

  Date2024-03-24

• Strong Baselines for Parameter Efficient Few-Shot Fine-tuning

  AuthorShell Xu Hu

  PublishedConference on Artificial Intelligence (AAAI)

  Date2024-02-20

News(2)

• [Blog] Efficient Compositional Multi-tasking for On-device Large Language Models

  Adapter parameters [2] provide a mechanism to modify the behaviour of machine learning models and have gained significant popularity in the context of large language models (LLMs) and generative AI.

• [Blog] Text-Aware Adapter for Few-Shot Keyword Spotting

  Keyword spotting (KWS) is a technique for detecting pre-defined keywords in audio streams.

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