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

Conference on Machine Translation: Research Papers 2018 is the 2018 edition of the Conference on Machine Translation: Research Papers, held in Brussels, Belgium, October 2018 (publisher: Association for Computational Linguistics). OpenAlex lists 27 papers of it; our library holds 9 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

📍 Brussels, Belgium · 🗓 October 2018

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

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

All accepted papers (27)

The most cited first; 9 with our summary link to their page here, the others to the original.

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

See all 27 papers in Conference on Machine Translation: Research Papers 2018 — accepted papers →

📄 Papers with our summary in our library (9)

The most cited first (OpenAlex citations plus our library's).

1. A Call for Clarity in Reporting BLEU ScoresMatt Post2018 · 4,152 citations
2. Scaling Neural Machine TranslationConference on Machine Translation: Research PapersMyle Ott, Sergey Edunov, David Grangier, et al.2018 · 826 citations
3. Attaining the Unattainable? Reassessing Claims of Human Parity in Neural Machine TranslationConference on Machine Translation: Research PapersAntonio Toral, Sheila Castilho, Ke Hu, et al.2018 · 321 citations
4. A neural interlingua for multilingual machine translationConference on Machine Translation: Research PapersYichao Lu, Phillip Keung, Faisal Ladhak, et al.2018 · 180 citations
5. Effective Parallel Corpus Mining using Bilingual Sentence EmbeddingsConference on Machine Translation: Research PapersMandy Guo, Qinlan Shen, Yinfei Yang, et al.2018 · 167 citations
6. Trivial Transfer Learning for Low-Resource Neural Machine TranslationConference on Machine Translation: Research PapersTom Kocmi, Ondřej Bojar2018 · 141 citations
7. A Large-Scale Test Set for the Evaluation of Context-Aware Pronoun Translation in Neural Machine TranslationConference on Machine Translation: Research PapersMathias Müller, Annette Rios, Elena Voita, et al.2018 · 123 citations
8. Denoising Neural Machine Translation Training with Trusted Data and Online Data SelectionConference on Machine Translation: Research PapersWei Wang, Taro Watanabe, Macduff Hughes, et al.2018 · 114 citations
9. Coreference and Coherence in Neural Machine Translation: A Study Using Oracle ExperimentsConference on Machine Translation: Research PapersDario Stojanovski, Alexander Fraser2018 · 46 citations

🧭 Top topics

Topics of its works in our library, with the number of works on each.

🔁Machine translation (9)📏Evaluation & benchmarks (3)🔗Coreference resolution (2)🌍Multilingual & cross-lingual NLP (1)🌱Low-resource languages (1)

📚 Fields

🎭Arts and Humanities (9)🖥️Computer Science (9)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🏢GoogleMountain View · United States2 works here🏢Amazon (Germany)Berlin · Germany2 works here🏢AmazonSeattle · United States1 work here🎓University of GroningenGroningen · Netherlands1 work here🎓University of ZurichZurich · Switzerland1 work here🎓Charles UniversityPrague · Czechia1 work here🏢MetaMenlo Park · United States1 work here🎓Dublin City UniversityDublin · Ireland1 work here🏢YandexMoscow · Russia1 work here🎓Carnegie Mellon UniversityPittsburgh · United States1 work here🎓Ludwig-Maximilians-Universität MünchenMunich · Germany1 work here🎓University of AmsterdamAmsterdam · Netherlands1 work here

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

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