Results of the WMT21 Metrics Shared Task: Evaluating Metrics with Expert-based Human Evaluations on TED and News Domain M Freitag, R Rei, N Mathur, C Lo, C Stewart, G Foster, A Lavie, O Bojar Proceedings of the Sixth Conference on Machine Translation, Online …, 2021 | 143 | 2021 |
YiSi-A unified semantic MT quality evaluation and estimation metric for languages with different levels of available resources C Lo Proceedings of the Fourth Conference on Machine Translation (Volume 2 …, 2019 | 142 | 2019 |
Results of WMT22 Metrics Shared Task: Stop Using BLEU–Neural Metrics Are Better and More Robust M Freitag, R Rei, N Mathur, C Lo, C Stewart, E Avramidis, T Kocmi, ... Proceedings of the Seventh Conference on Machine Translation, Abu Dhabi …, 2022 | 136 | 2022 |
MEANT: An inexpensive, high-accuracy, semi-automatic metric for evaluating translation utility based on semantic roles C Lo, D Wu Proceedings of the 49th Annual Meeting of the Association for Computational …, 2011 | 134 | 2011 |
Fully automatic semantic MT evaluation C Lo, AK Tumuluru, D Wu Proceedings of the Seventh Workshop on Statistical Machine Translation, 243-252, 2012 | 77 | 2012 |
MEANT 2.0: Accurate semantic MT evaluation for any output language C Lo Proceedings of the Second Conference on Machine Translation, 589-597, 2017 | 73 | 2017 |
The Nunavut Hansard Inuktitut–English parallel corpus 3.0 with preliminary machine translation results E Joanis, R Knowles, R Kuhn, S Larkin, P Littell, C Lo, D Stewart, J Micher Proceedings of the Twelfth Language Resources and Evaluation Conference …, 2020 | 43 | 2020 |
Accurate semantic textual similarity for cleaning noisy parallel corpora using semantic machine translation evaluation metric: The NRC supervised submissions to the Parallel … C Lo, M Simard, D Stewart, S Larkin, C Goutte, P Littell Proceedings of the Third Conference on Machine Translation: Shared Task …, 2018 | 34 | 2018 |
XMEANT: Better semantic MT evaluation without reference translations C Lo, M Beloucif, M Saers, D Wu 52nd Annual Meeting of the Association for Computational Linguistics, 765 - 771, 2014 | 32 | 2014 |
Improving machine translation by training against an automatic semantic frame based evaluation metric C Lo, K Addanki, M Saers, D Wu Proceedings of the 51st Annual Meeting of the Association for Computational …, 2013 | 26 | 2013 |
MEANT at WMT 2013: A tunable, accurate yet inexpensive semantic frame based MT evaluation metric C LO, D WU | 26 | 2013 |
Neural Polysynthetic Language Modelling L Schwartz, F Tyers, L Levin, C Kirov, P Littell, C Lo, E Prud'hommeaux, ... arXiv preprint arXiv:2005.05477, 2020 | 21 | 2020 |
Unsupervised vs. supervised weight estimation for semantic MT evaluation metrics C Lo, D Wu Proceedings of the Sixth Workshop on Syntax, Semantics and Structure in …, 2012 | 21 | 2012 |
Structured vs. flat semantic role representations for machine translation evaluation C Lo, D Wu Proceedings of Fifth Workshop on Syntax, Semantics and Structure in …, 2011 | 21 | 2011 |
Fully Unsupervised Crosslingual Semantic Textual Similarity Metric Based on BERT for Identifying Parallel Data C Lo, M Simard Proceedings of the 23rd Conference on Computational Natural Language …, 2019 | 20 | 2019 |
SMT vs. AI redux: How semantic frames evaluate MT more accurately C Lo, D Wu 22nd International Joint Conference on Artificial Intelligence, 2011 | 20 | 2011 |
Improving machine translation into Chinese by tuning against Chinese MEANT C Lo, M Beloucif, D Wu The 10th International Workshop on Spoken Language Translation (IWSLT 2013), 2013 | 19 | 2013 |
Results of WMT23 Metrics Shared Task: Metrics Might Be Guilty but References Are Not Innocent M Freitag, N Mathur, CK Lo, E Avramidis, R Rei, B Thompson, T Kocmi, ... Proceedings of the Eighth Conference on Machine Translation, 578-628, 2023 | 18 | 2023 |
Evaluating machine translation utility via semantic role labels C Lo, D Wu Seventh International Conference on Language Resources and Evaluation (LREC …, 2010 | 18 | 2010 |
Extended study on using pretrained language models and YiSi-1 for machine translation evaluation C Lo Proceedings of the Fifth Conference on Machine Translation, 895-902, 2020 | 17 | 2020 |