---
title: "Conference on Machine Translation: Research Papers 2018 —"
description: "All 27 papers of Conference on Machine Translation: Research Papers 2018, the most cited first; those with our summary link to it."
canonical: "https://research.elamur.ai/free/en/venues/conference-on-machine-translation-research-papers/2018/papers/"
---
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# Conference on Machine Translation: Research Papers 2018: all accepted papers

27 papers · the most cited first · [← Conference on Machine Translation: Research Papers 2018](https://md.research.elamur.ai/free/en/venues/conference-on-machine-translation-research-papers/2018/)

1. **[A Call for Clarity in Reporting BLEU Scores](https://md.research.elamur.ai/free/en/papers/post-2018-call-clarity-reporting-bleu-scores/)**Matt Post · Research Papers*2,025 citations · our summary*
2. **[Scaling Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/ott-2018-scaling-neural-machine-translation/)**Myle Ott, Sergey Edunov, David Grangier et al. · Research Papers*544 citations · our summary*
3. **[Attaining the Unattainable? Reassessing Claims of Human Parity in Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/toral-2018-attaining-unattainable-reassessing-claims-human/)**Antonio Toral, Sheila Castilho, Ke Hu et al. · Research Papers*195 citations · our summary*
4. **[A neural interlingua for multilingual machine translation](https://md.research.elamur.ai/free/en/papers/lu-2018-neural-interlingua-multilingual-machine-translation/)**Yichao Lu, Phillip Keung, Faisal Ladhak et al. · Research Papers*128 citations · our summary*
5. **[Correcting Length Bias in Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/murray-2018-correcting-length-bias-neural-machine/)**Kenton Murray, David Chiang · Research Papers*128 citations · our summary*
6. **[Using Monolingual Data in Neural Machine Translation: a Systematic Study ↗](https://aclanthology.org/W18-6315/)**Franck Burlot, François Yvon · Research Papers*115 citations*
7. **[Parameter Sharing Methods for Multilingual Self-Attentional Translation Models ↗](https://aclanthology.org/W18-6327/)**Devendra Sachan, Graham Neubig · Research Papers*114 citations*
8. **[Effective Parallel Corpus Mining using Bilingual Sentence Embeddings](https://md.research.elamur.ai/free/en/papers/guo-2018-effective-parallel-corpus-mining-bilingual/)**Mandy Guo, Qinlan Shen, Yinfei Yang et al. · Research Papers*104 citations · our summary*
9. **[An Analysis of Attention Mechanisms: The Case of Word Sense Disambiguation in Neural Machine Translation ↗](https://aclanthology.org/W18-6304/)**Gongbo Tang, Rico Sennrich, Joakim Nivre · Research Papers*99 citations*
10. **[Denoising Neural Machine Translation Training with Trusted Data and Online Data Selection](https://md.research.elamur.ai/free/en/papers/wang-2018-denoising-neural-machine-translation-training/)**Wei Wang, Taro Watanabe, Macduff Hughes et al. · Research Papers*67 citations · our summary*
11. **[Freezing Subnetworks to Analyze Domain Adaptation in Neural Machine Translation ↗](https://aclanthology.org/W18-6313/)**Brian Thompson, Huda Khayrallah, Antonios Anastasopoulos et al. · Research Papers*64 citations*
12. **[Simple Fusion: Return of the Language Model ↗](https://aclanthology.org/W18-6321/)**Felix Stahlberg, James Cross, Veselin Stoyanov · Research Papers*60 citations*
13. **[On The Alignment Problem In Multi-Head Attention-Based Neural Machine Translation ↗](https://aclanthology.org/W18-6318/)**Tamer Alkhouli, Gabriel Bretschner, Hermann Ney · Research Papers*59 citations*
14. **[Neural Machine Translation into Language Varieties ↗](https://aclanthology.org/W18-6316/)**Surafel Melaku Lakew, Aliia Erofeeva, Marcello Federico · Research Papers*55 citations*
15. **[Neural Machine Translation of Logographic Language Using Sub-character Level Information ↗](https://aclanthology.org/W18-6303/)**Longtu Zhang, Mamoru Komachi · Research Papers*53 citations*
16. **[Contextual Neural Model for Translating Bilingual Multi-Speaker Conversations ↗](https://aclanthology.org/W18-6311/)**Sameen Maruf, André F. T. Martins, Gholamreza Haffari · Research Papers*48 citations*
17. **[Trivial Transfer Learning for Low-Resource Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/kocmi-2018-trivial-transfer-learning-low-resource/)**Tom Kocmi, Ondřej Bojar · Research Papers*43 citations · our summary*
18. **[Character-level Chinese-English Translation through ASCII Encoding ↗](https://aclanthology.org/W18-6302/)**Nikola I. Nikolov, Yuhuang Hu, Mi Xue Tan et al. · Research Papers*39 citations*
19. **[Coreference and Coherence in Neural Machine Translation: A Study Using Oracle Experiments](https://md.research.elamur.ai/free/en/papers/stojanovski-2018-coreference-coherence-neural-machine-translation/)**Dario Stojanovski, Alexander Fraser · Research Papers*30 citations · our summary*
20. **[Extracting In-domain Training Corpora for Neural Machine Translation Using Data Selection Methods ↗](https://aclanthology.org/W18-6323/)**Catarina Cruz Silva, Chao-Hong Liu, Alberto Poncelas et al. · Research Papers*22 citations*
21. **[Beyond Weight Tying: Learning Joint Input-Output Embeddings for Neural Machine Translation ↗](https://aclanthology.org/W18-6308/)**Nikolaos Pappas, Lesly Miculicich, James Henderson · Research Papers*15 citations*
22. **[Massively Parallel Cross-Lingual Learning in Low-Resource Target Language Translation ↗](https://aclanthology.org/W18-6324/)**Zhong Zhou, Matthias Sperber, Alexander Waibel · Research Papers*12 citations*
23. **[Input Combination Strategies for Multi-Source Transformer Decoder ↗](https://aclanthology.org/W18-6326/)**Jindřich Libovický, Jindřich Helcl, David Mareček · Research Papers*10 citations*
24. **[A Large-Scale Test Set for the Evaluation of Context-Aware Pronoun Translation in Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/muller-2018-large-scale-test-set-evaluation/)**Mathias Müller, Annette Rios, Elena Voita et al. · Research Papers*8 citations · our summary*
25. **[Exploring gap filling as a cheaper alternative to reading comprehension questionnaires when evaluating machine translation for gisting ↗](https://aclanthology.org/W18-6320/)**Mikel L. Forcada, Carolina Scarton, Lucia Specia et al. · Research Papers*8 citations*
26. **[Discourse-Related Language Contrasts in English-Croatian Human and Machine Translation ↗](https://aclanthology.org/W18-6305/)**Margita Šoštarić, Christian Hardmeier, Sara Stymne · Research Papers*6 citations*
27. **[Improving Neural Language Models with Weight Norm Initialization and Regularization ↗](https://aclanthology.org/W18-6310/)**Christian Herold, Yingbo Gao, Hermann Ney · Research Papers*1 citation*
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