Learning New Tasks from a Few Examples with Soft-Label Prototypes

Please install MOSEK under a valid license using the instructions found here.

We use the MT-DNN model provided by this snapshot.

We use the datasets provided by Bansal et al. (2019) from this repository.

If you are using our code or referencing the paper here please feel free to cite it as

@misc{https://doi.org/10.48550/arxiv.2210.17437,
  doi = {10.48550/ARXIV.2210.17437},  
  url = {https://arxiv.org/abs/2210.17437},
  author = {Singh, Avyav Kumar and Shutova, Ekaterina and Yannakoudakis, Helen},  
  keywords = {Machine Learning (cs.LG), Computation and Language (cs.CL), FOS: Computer and information sciences, FOS: Computer and information sciences}  
  title = {Learning New Tasks from a Few Examples with Soft-Label Prototypes},  
  publisher = {arXiv},  
  year = {2022},  
  copyright = {Creative Commons Attribution 4.0 International}
}