WNMT18
Workshop on Neural Machine Translation and Generation
The Second Workshop on Neural Machine Translation and Generation (WNMT18) took place on 20 July, 2018, in Melbourne, Australia.
sites.google.com/site/wnmt18/home
Tasks
- Efficiency
- Accuracy
Schedule
| 09:00 - 09:10 | Welcome and opening remarks |
| Findings of the Second Workshop on Neural Machine Translation and Generation Alexandra Birch, Andrew Finch, Minh-Thang Luong, Graham Neubig, Yusuke Oda | |
| 09:10 - 10:00 | Keynote 1 Real-time High-quality Neural MT Decoding on Mobile Devices Jacob Devlin |
| 10:00 - 10:30 | Shared Task Overview |
| 10:30 - 11:00 | ☕️ |
| 11:00 - 11:30 | Marian: Fast Neural Machine Translation in C++ Marcin Junczys-Dowmunt, Roman Grundkiewicz, Tomasz Dwojak, Hieu Hoang, Kenneth Heafield, Tom Neckermann, Frank Seide, Ulrich Germann, Alham Fikri Aji, Nikolay Bogoychev, André F. T. Martins, Alexandra Birch |
| 11:30 - 12:20 | Keynote 2 Why the Time Is Ripe for Discourse in Machine Translation Rico Sennrich |
| 12:20 - 13:20 | 🍴 |
| 13:20 - 13:50 | Best Paper Session |
| 13:50 - 14:40 | Keynote 3 Beyond Softmax: Sparsity, Constraints, Latent Structure – All End-to-End Differentiable! André Martins |
| 14:40 - 15:30 | Keynote 4 Towards Flexible but Controllable Language Generation Yulia Tsvetkov |
| 15:30 - 16:00 | ☕️ |
| 16:00 - 17:30 | Poster session |
| A Shared Attention Mechanism for Interpretation of Neural Automatic Post-Editing Systems Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Massimo Piccardi | |
| Iterative Back-Translation for Neural Machine Translation Vu Cong Duy Hoang, Philipp Koehn, Gholamreza Haffari, Trevor Cohn | |
| Inducing Grammars with and for Neural Machine Translation Yonatan Bisk, Ke Tran | |
| Regularized Training Objective for Continued Training for Domain Adaptation in Neural Machine Translation Huda Khayrallah, Brian Thompson, Kevin Duh, Philipp Koehn | |
| Controllable Abstractive Summarization Angela Fan, David Grangier, Michael Auli | |
| Enhancement of Encoder and Attention Using Target Monolingual Corpora in Neural Machine Translation Kenji Imamura, Atsushi Fujita, Eiichirō Sumita | |
| Document-Level Adaptation for Neural Machine Translation Sachith Sri Ram Kothur, Rebecca Knowles, Philipp Koehn | |
| On the Impact of Various Types of Noise on Neural Machine Translation Huda Khayrallah, Philipp Koehn | |
| Bi-Directional Neural Machine Translation with Synthetic Parallel Data Xing Niu, Michael Denkowski, Marine Carpuat | |
| Multi-Source Neural Machine Translation with Missing Data Yuta Nishimura, Katsuhito Sudoh, Graham Neubig, Satoshi Nakamura | |
| Towards one-shot learning for rare-word translation with external experts Ngoc-Quan Pham, Jan Niehues, Alexander Waibel | |
| NICT Self-Training Approach to Neural Machine Translation at NMT-2018 Kenji Imamura, Eiichirō Sumita | |
| Fast Neural Machine Translation Implementation Hieu Hoang, Tomasz Dwojak, Rihards Krislauks, Daniel Torregrosa, Kenneth Heafield | |
| OpenNMT System Description for WNMT 2018: 800 words/sec on a single-core CPU Jean Senellart, Dakun Zhang, Bo WANG, Guillaume Klein, Jean-Pierre Ramatchandirin, Josep Crego, Alexander Rush | |
| Marian: Cost-effective High-Quality Neural Machine Translation in C++ Marcin Junczys-Dowmunt, Kenneth Heafield, Hieu Hoang, Roman Grundkiewicz, Anthony Aue | |
| On Individual Neurons in Neural Machine Translation D. Anthony Bau, Yonatan Belinkov, Hassan Sajjad, Nadir Durrani, Fahim Dalvi, James Glass | |
| Parameter Sharing Strategies in Neural Machine Translation Sébastien Jean, Stanislas Lauly, Kyunghyun Cho | |
| Modeling Latent Sentence Structure in Neural Machine Translation Joost Bastings, Wilker Aziz, Ivan Titov, Khalil Simaan | |
| Extreme Adaptation for Personalized Neural Machine Translation Paul Michel, Graham Neubig | |
| Exploiting Semantics in Neural Machine Translation with Graph Convolutional Networks Diego Marcheggiani, Joost Bastings, Ivan Titov | |
| 17:30 - 17:40 | Closing remarks |