I work as a Research Scientist at Zoom and based in Singapore. Before Zoom, I was a machine translation research scientist at Rakuten. I am a PhD graduate in natural language processing (NLP) from National University of Singapore (NUS). I was a recipient of the ISEP Scholarship (formerly called NGS scholarship).
My areas of expertise include natural language processing, machine translation, speech processing, and general machine learning and AI ops.
@InProceedings{chollampatt2020apenmt,
author = {Chollampatt, Shamil and Susanto, Raymond Hendy and Tan, Liling and Szymanska, Ewa},
title = {Can Automatic Post Editing Improve NMT?},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing},
year = {2020},
month = {November},
address = {Online}
}
@InProceedings{susanto2020clevt,
author = {Susanto, Raymond and Chollampatt, Shamil and Tan, Liling},
title = {Lexically Constrained Neural Machine Translation with Levenshtein Transformer},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics},
year = {2020},
month = {July},
address = {Online}
}
@InProceedings{chollampatt2019csgec,
author = {Chollampatt, Shamil and Wang, Weiqi and Ng, Hwee Tou},
title = {Cross-Sentence Grammatical Error Correction},
booktitle = {Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics},
year = {2019},
month = {July},
address = {Florence, Italy}
}
@InProceedings{chollampatt2018nqegec,
author = {Chollampatt, Shamil and Ng, Hwee Tou},
title = {Neural Quality Estimation of Grammatical Error Correction},
booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing},
year = {2018},
month = {November},
address = {Brussels, Belgium}
}
@InProceedings{chollampatt2018reassess,
author = {Chollampatt, Shamil and Ng, Hwee Tou},
title = {A Reassessment of Reference-Based Grammatical Error Correction Metrics},
booktitle = {Proceedings of the 27th International Conference on Computational Linguistics},
year = {2018},
month = {September},
address = {Santa Fe, New Mexico, USA}
}
@InProceedings{chollampatt2018mlconv,
author = {Chollampatt, Shamil and Ng, Hwee Tou},
title = {A Multilayer Convolutional Encoder-Decoder Neural Network for Grammatical Error Correction},
booktitle = {Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence},
year = {2018},
month = {February},
address = {New Orleans, Louisiana, USA}
}
@InProceedings{chollampatt2017smtgec,
author = {Chollampatt, Shamil and Ng, Hwee Tou},
title = {Connecting the Dots: Towards Human-level Grammatical Error Correction},
booktitle = {Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications},
year = {2017},
month = {September},
address = {Copenhagen, Denmark}
}
@InProceedings{chollampatt2016adaptngec,
author = {Chollampatt, Shamil and Hoang, Duc Tam and Ng, Hwee Tou},
title = {Adapting Grammatical Error Correction Based on the Native Language of Writers with Neural Network Joint Models},
booktitle = {Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing},
year = {2016},
month = {November},
address = {Austin, Texas, USA}
}
@InProceedings{chollampatt2016ngec,
title = {Neural Network Translation Models for Grammatical Error Correction},
author = {Chollampatt, Shamil and Taghipour, Kaveh and Ng, Hwee Tou},
booktitle = {Proceedings of the 25th International Joint Conference on Artificial Intelligence},
year = {2016},
month = {July},
address = {New York, USA}
}
@InProceedings{hoang2016nbestgec,
author = {Hoang, Duc Tam and Chollampatt, Shamil and Ng, Hwee Tou},
title = {Exploiting N-Best Hypotheses to Improve an {SMT} Approach to Grammatical Error Correction},
booktitle = {Proceedings of the 25th International Joint Conference on Artificial Intelligence},
year = {2016},
month = {July},
address = {New York, USA}
}