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Workshop on Human-Aided Translation

The workshop on Human-Aided Translation (HAT) took place in Dublin, Ireland, on 19 August, 2019.

Important dates

7 June Submission deadline
17 June Notification date
25 July Camera-ready submission
19 August Workshop day


  • Maxim Khalilov
  • M. Amin Farajian
  • André Martins


08:50 - 09:00 Welcome
09:00 - 09:45 Invited talk
Quality Estimation and Automatic Post-editing in the Neural Machine Translation Era
Lucia Specia, Imperial College London and University of Sheffield
09:45 - 10.30 Invited talk
APE at scale and its Implications on MT Evaluation Biases
Markus Freitag, Google
10:30 - 11.00 ☕️
11:00 - 11:45 Invited talk
Quality Estimation Technology and its Applications in E-Commerce Machine Translation
Jiayi Wang, Alibaba
11:45 - 12:30 Invited talk
Quality Estimation in Practice: from Implementation to State-of-the-Art
Fabio Kepler, Unbabel
12:30 - 14:00 🍴
14:00 - 14:45 Invited talk
Quality estimation in support of automatic post-editing
Marco Turchi, FBK
14:45 - 15:00 Contributed talk
MT Quality Estimation for e-Commerce: Automatically Assessing the Quality of Machine Translated Titles
Tsz Kin Lam, Heidelberg University
15:00 - 15:30 ☕️
15:30 - 16:15 Invited talk
Neural Quality Estimation as a Bridge for Human-Computer Translation Symbiosis
Dimitar Shterionov, Adapt Center
16:15 - 17:30 Panel discussion
Alon Lavie, Unbabel
Jiayi Wang, Alibaba
Markus Freitag, Google
Carlos Teixeira, IOTA
Christian Federmann, Microsoft Research
17:30 Closing

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