📰 Conference on Machine Translation: Research Papers 2018: all accepted papers

27 papers · the most cited first · ← Conference on Machine Translation: Research Papers 2018

1. A Call for Clarity in Reporting BLEU ScoresMatt Post · Research Papers2,025 citations · our summary
2. Scaling Neural Machine TranslationMyle Ott, Sergey Edunov, David Grangier et al. · Research Papers544 citations · our summary
3. Attaining the Unattainable? Reassessing Claims of Human Parity in Neural Machine TranslationAntonio Toral, Sheila Castilho, Ke Hu et al. · Research Papers195 citations · our summary
4. A neural interlingua for multilingual machine translationYichao Lu, Phillip Keung, Faisal Ladhak et al. · Research Papers128 citations · our summary
5. Correcting Length Bias in Neural Machine TranslationKenton Murray, David Chiang · Research Papers128 citations · our summary
6. Using Monolingual Data in Neural Machine Translation: a Systematic Study ↗Franck Burlot, François Yvon · Research Papers115 citations
7. Parameter Sharing Methods for Multilingual Self-Attentional Translation Models ↗Devendra Sachan, Graham Neubig · Research Papers114 citations
8. Effective Parallel Corpus Mining using Bilingual Sentence EmbeddingsMandy Guo, Qinlan Shen, Yinfei Yang et al. · Research Papers104 citations · our summary
9. An Analysis of Attention Mechanisms: The Case of Word Sense Disambiguation in Neural Machine Translation ↗Gongbo Tang, Rico Sennrich, Joakim Nivre · Research Papers99 citations
10. Denoising Neural Machine Translation Training with Trusted Data and Online Data SelectionWei Wang, Taro Watanabe, Macduff Hughes et al. · Research Papers67 citations · our summary
11. Freezing Subnetworks to Analyze Domain Adaptation in Neural Machine Translation ↗Brian Thompson, Huda Khayrallah, Antonios Anastasopoulos et al. · Research Papers64 citations
12. Simple Fusion: Return of the Language Model ↗Felix Stahlberg, James Cross, Veselin Stoyanov · Research Papers60 citations
13. On The Alignment Problem In Multi-Head Attention-Based Neural Machine Translation ↗Tamer Alkhouli, Gabriel Bretschner, Hermann Ney · Research Papers59 citations
14. Neural Machine Translation into Language Varieties ↗Surafel Melaku Lakew, Aliia Erofeeva, Marcello Federico · Research Papers55 citations
15. Neural Machine Translation of Logographic Language Using Sub-character Level Information ↗Longtu Zhang, Mamoru Komachi · Research Papers53 citations
16. Contextual Neural Model for Translating Bilingual Multi-Speaker Conversations ↗Sameen Maruf, André F. T. Martins, Gholamreza Haffari · Research Papers48 citations
17. Trivial Transfer Learning for Low-Resource Neural Machine TranslationTom Kocmi, Ondřej Bojar · Research Papers43 citations · our summary
18. Character-level Chinese-English Translation through ASCII Encoding ↗Nikola I. Nikolov, Yuhuang Hu, Mi Xue Tan et al. · Research Papers39 citations
19. Coreference and Coherence in Neural Machine Translation: A Study Using Oracle ExperimentsDario Stojanovski, Alexander Fraser · Research Papers30 citations · our summary
20. Extracting In-domain Training Corpora for Neural Machine Translation Using Data Selection Methods ↗Catarina Cruz Silva, Chao-Hong Liu, Alberto Poncelas et al. · Research Papers22 citations
21. Beyond Weight Tying: Learning Joint Input-Output Embeddings for Neural Machine Translation ↗Nikolaos Pappas, Lesly Miculicich, James Henderson · Research Papers15 citations
22. Massively Parallel Cross-Lingual Learning in Low-Resource Target Language Translation ↗Zhong Zhou, Matthias Sperber, Alexander Waibel · Research Papers12 citations
23. Input Combination Strategies for Multi-Source Transformer Decoder ↗Jindřich Libovický, Jindřich Helcl, David Mareček · Research Papers10 citations
24. A Large-Scale Test Set for the Evaluation of Context-Aware Pronoun Translation in Neural Machine TranslationMathias Müller, Annette Rios, Elena Voita et al. · Research Papers8 citations · our summary
25. Exploring gap filling as a cheaper alternative to reading comprehension questionnaires when evaluating machine translation for gisting ↗Mikel L. Forcada, Carolina Scarton, Lucia Specia et al. · Research Papers8 citations
26. Discourse-Related Language Contrasts in English-Croatian Human and Machine Translation ↗Margita Šoštarić, Christian Hardmeier, Sara Stymne · Research Papers6 citations
27. Improving Neural Language Models with Weight Norm Initialization and Regularization ↗Christian Herold, Yingbo Gao, Hermann Ney · Research Papers1 citation

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