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} }