You can find our paper here:
📃 https://arxiv.org/abs/2311.00408
and our code here:
💻 https://github.com/UKPLab/AdaSent

Check out the work of our authors Yongxin Huang, Kexin Wang, Sourav Dutta, Raj Nath Patel, Goran Glavaš and Iryna Gurevych! (6/🧵) #EMNLP2023 #AdaSent #NLProc

Need a lightweight solution for few-shot domain-specific sentence classification?

We propose #AdaSent!
🚀 Up to 7.2 acc. gain in 8-shot classification with 10K unlabeled data
🪶 Small backbone with 82M parameters
🧩 Reusable general sentence adapter across domains
(1/🧵) #EMNLP2023