About

We are a new research group led by Wilker Aziz within ILLC working on probabilistic models for natural language processing.

News

• 2020
  • Is MAP Decoding All You Need? The Inadequacy of the Mode in Neural Machine Translation is Coling2020’s best paper!
  • Efficient Marginalization of Discrete and Structured Latent Variables via Sparsity is a NeurIPS2020 spotlight!
  • How do Decisions Emerge in Neural Models? has been accepted at EMNL2020!
  • The Power Spherical Distribution accepted at INNF+2020!
  • Effective Estimation of DGLMs accepted at ACL2020!
  • Latent morphology NMT is an ICRL2020 spotlight!
  • VI tutorial is going to Alicante
• Code
  • auto-encoding variational neural machine translation
  • interpretable predictions
  • extensions to pytorch distributions for pytorch
  • DGM components for pytorch
  • MDR helper for torch
• January 2019 We are born!