| Translation modeling with bidirectional recurrent neural networks M Sundermeyer, T Alkhouli, J Wuebker, H Ney Proceedings of the 2014 conference on empirical methods in natural language …, 2014 | 270 | 2014 |
| LSTM, GRU, highway and a bit of attention: An empirical overview for language modeling in speech recognition K Irie, Z Tüske, T Alkhouli, R Schlüter, H Ney Interspeech, 3519-3523, 2016 | 133 | 2016 |
| RETURNN as a generic flexible neural toolkit with application to translation and speech recognition A Zeyer, T Alkhouli, H Ney arXiv preprint arXiv:1805.05225, 2018 | 92 | 2018 |
| On the alignment problem in multi-head attention-based neural machine translation T Alkhouli, G Bretschner, H Ney arXiv preprint arXiv:1809.03985, 2018 | 79 | 2018 |
| Alignment-based neural machine translation T Alkhouli, G Bretschner, JT Peter, M Hethnawi, A Guta, H Ney Proceedings of the First Conference on Machine Translation: Volume 1 …, 2016 | 61 | 2016 |
| Empirical investigation of optimization algorithms in neural machine translation P Bahar, T Alkhouli, P Jan-Thorsten, CJS Brix, H Ney The Prague Bulletin of Mathematical Linguistics 108 (1), 13, 2017 | 43 | 2017 |
| Neural hidden markov model for machine translation W Wang, D Zhu, T Alkhouli, Z Gan, H Ney Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018 | 36 | 2018 |
| Biasing attention-based recurrent neural networks using external alignment information T Alkhouli, H Ney Proceedings of the Second Conference on Machine Translation, 108-117, 2017 | 36 | 2017 |
| Start-before-end and end-to-end: Neural speech translation by apptek and rwth aachen university P Bahar, P Wilken, T Alkhouli, A Guta, P Golik, E Matusov, C Herold Proceedings of the 17th International Conference on Spoken Language …, 2020 | 31 | 2020 |
| Hybrid neural network alignment and lexicon model in direct hmm for statistical machine translation W Wang, T Alkhouli, D Zhu, H Ney Proceedings of the 55th Annual Meeting of the Association for Computational …, 2017 | 28 | 2017 |
| A comparison between count and neural network models based on joint translation and reordering sequences A Guta, T Alkhouli, JT Peter, J Wuebker, H Ney Proceedings of the 2015 Conference on Empirical Methods in Natural Language …, 2015 | 23 | 2015 |
| The RWTH Aachen machine translation system for IWSLT 2011 J Wuebker, M Huck, S Mansour, M Freitag, M Feng, S Peitz, C Schmidt, ... Proceedings of the 8th International Workshop on Spoken Language Translation …, 2011 | 18 | 2011 |
| Neural simultaneous speech translation using alignment-based chunking P Wilken, T Alkhouli, E Matusov, P Golik arXiv preprint arXiv:2005.14489, 2020 | 17 | 2020 |
| Vector Space Models for Phrase-based Machine Translation T Alkhouli, A Guta, H Ney Eigth Workshop on Syntax, Semantics and Structure in Statistical Translation …, 2014 | 17 | 2014 |
| Novel tight classification error bounds under mismatch conditions based on f-divergence R Schlüter, M Nussbaum-Thom, E Beck, T Alkhouli, H Ney 2013 IEEE Information Theory Workshop (ITW), 1-5, 2013 | 17 | 2013 |
| Investigations on phrase-based decoding with recurrent neural network language and translation models T Alkhouli, F Rietig, H Ney Proceedings of the Tenth Workshop on Statistical Machine Translation, 294-303, 2015 | 16 | 2015 |
| The qt21/himl combined machine translation system JT Peter, T Alkhouli, H Ney, M Huck, F Braune, A Fraser, A Tamchyna, ... Association for Computational Linguistics, 2016 | 14 | 2016 |
| The rwth aachen university english-german and german-english machine translation system for wmt 2017 JT Peter, A Guta, T Alkhouli, P Bahar, J Rosendahl, N Rossenbach, ... Proceedings of the Second Conference on Machine Translation, 358-365, 2017 | 12 | 2017 |
| Relative error bounds for statistical classifiers based on the f-divergence. M Nussbaum-Thom, E Beck, T Alkhouli, R Schlüter, H Ney Interspeech, 2197-2201, 2013 | 11 | 2013 |
| Eliciting better multilingual structured reasoning from LLMs through code B Li, T Alkhouli, D Bonadiman, N Pappas, S Mansour arXiv preprint arXiv:2403.02567, 2024 | 8 | 2024 |
Hermann NeyRWTH Aachen UniversityEmail confirmado em cs.rwth-aachen.de
