| Sparse communication for distributed gradient descent AF Aji, K Heafield EMNLP 2017, 440-445, 2017 | 483 | 2017 |
| Marian: Fast neural machine translation in C++ M Junczys-Dowmunt, R Grundkiewicz, T Grundkiewicz, H Hoang, ... ACL 2018, System Demonstrations, 116-121, 2018 | 425 | 2018 |
| An empirical study of gamification impact on e-Learning environment A Amriani, AF Aji, AY Utomo, KM Junus Proceedings of 2013 3rd international conference on computer science and …, 2013 | 98 | 2013 |
| From Research to Production and Back: Ludicrously Fast Neural Machine Translation YJ Kim, M Junczys-Dowmunt, H Hassan, AF Aji, K Heafield, ... WNGT, 280-288, 2019 | 42 | 2019 |
| In Neural Machine Translation, What Does Transfer Learning Transfer? AF Aji, N Bogoychev, K Heafield, R Sennrich ACL 2020, 7701-7710, 2020 | 39 | 2020 |
| Detection of palm oil leaf disease with image processing and neural network classification on mobile device AF Aji, Q Munajat, AP Pratama, H Kalamullah, J Setiyawan, AM Arymurthy International Journal of Computer Theory and Engineering 5 (3), 528, 2013 | 33* | 2013 |
| Gamified E-learning model based on community of inquiry AY Utomo, A Amriani, AF Aji, FRN Wahidah, KM Junus 2014 International Conference on Advanced Computer Science and Information …, 2014 | 26 | 2014 |
| Accelerating asynchronous stochastic gradient descent for neural machine translation N Bogoychev, M Junczys-Dowmunt, K Heafield, AF Aji EMNLP 2018, 2991-2996, 2018 | 20 | 2018 |
| Toward a standardized and more accurate Indonesian part-of-speech tagging K Kurniawan, AF Aji 2018 International Conference on Asian Language Processing (IALP), 303-307, 2018 | 14 | 2018 |
| Compressing neural machine translation models with 4-bit precision AF Aji, K Heafield WNGT, 35-42, 2020 | 12* | 2020 |
| Edinburgh’s submissions to the 2020 machine translation efficiency task N Bogoychev, R Grundkiewicz, AF Aji, M Behnke, K Heafield, S Kashyap, ... WNGT, 218-224, 2020 | 11 | 2020 |
| Benchmarking Multidomain English-Indonesian Machine Translation TW Guntara, AF Aji, RE Prasojo BUCC 2020, 35-43, 2020 | 10 | 2020 |
| Can smartphones be used to detect an earthquake? Using a machine learning approach to identify an earthquake event AF Aji, IPES Putra, P Mursanto, S Yazid 2014 IEEE International systems Conference Proceedings, 72-77, 2014 | 10 | 2014 |
| Making Asynchronous Stochastic Gradient Descent Work for Transformers AF Aji, K Heafield WNGT, 2019 | 8 | 2019 |
| BERT Goes Brrr: A Venture Towards the Lesser Error in Classifying Medical Self-Reporters on Twitter AF Aji, MN Nityasya, HA Wibowo, RE Prasojo, T Fatyanosa Proceedings of the Sixth Social Media Mining for Health (# SMM4H) Workshop …, 2021 | 7 | 2021 |
| Semi-supervised low-resource style transfer of indonesian informal to formal language with iterative forward-translation HA Wibowo, TA Prawiro, M Ihsan, AF Aji, RE Prasojo, R Mahendra, ... 2020 International Conference on Asian Language Processing (IALP), 310-315, 2020 | 5 | 2020 |
| Documenting geographically and contextually diverse data sources: The bigscience catalogue of language data and resources A McMillan-Major, Z Alyafeai, S Biderman, K Chen, F De Toni, G Dupont, ... arXiv preprint arXiv:2201.10066, 2022 | 4 | 2022 |
| Costs to consider in adopting NLP for your business MN Nityasya, HA Wibowo, RE Prasojo, AF Aji arXiv preprint arXiv:2012.08958, 2020 | 4* | 2020 |
| Combining Global Sparse Gradients with Local Gradients in Distributed Neural Network Training AF Aji, K Heafield, N Bogoychev EMNLP 2019, 3617-3622, 2019 | 4* | 2019 |
| Efficient machine translation with model pruning and quantization M Behnke, N Bogoychev, AF Aji, K Heafield, G Nail, Q Zhu, S Tchistiakova, ... Proceedings of the Sixth Conference on Machine Translation, 775-780, 2021 | 3 | 2021 |
Kenneth HeafieldReader, University of EdinburghVerified email at kheafield.com
