VI Tutorial Deep Learning for NLP
- The inadequacy of the mode in machine translation (Coling2020, best paper).
- Exact gradients via sparse marginalisation (NeurIPS2020, spotlight), a collaboration with DeepSPIN.
- Learn about attribution in deep NNs with differentiable masking (EMNLP2020).
- A new distribution on hyperspheres (INNF+2020).
- Check our work on estimation of deep generative LMs (ACL2020).
- Our latent morphology model for translation got a spotlight at ICLR2020.