WNMT 18
Workshop on Neural Machine Translation and Generation
Location
- Melbourne, Australia
Links
Schedule
| 9:00 | 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 | |
| 550.0 | Keynote 1 Real-time High-quality Neural MT Decoding on Mobile Devices Jacob Devlin |
| 10:00 | Shared Task Overview |
| 10:30 | ☕️ |
| 11:00 | 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 | Keynote 2 Why the Time Is Ripe for Discourse in Machine Translation(https://homepages.inf.ed.ac.uk/rsennric/wnmt2018.pdf) Rico Sennrich |
| 12:20 | 🍴 |
| 13:20 | Best Paper Session |
| 13:50 | Keynote 3 Beyond Softmax: Sparsity, Constraints, Latent Structure -- All End-to-End Differentiable!(https://blogs.helsinki.fi/language-technology/files/2018/10/FoTran2018-martins.pdf) André Martins |
| 14:40 | Keynote 4 Towards Flexible but Controllable Language Generation Yulia Tsvetkov |
| 15:30 | ☕️ |
| 16:00 | 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 | Closing remarks |
Tasks
- Efficiency
- Accuracy