| Universal sentence encoder D Cer, Y Yang, S Kong, N Hua, N Limtiaco, RS John, N Constant, ... arXiv preprint arXiv:1803.11175, 2018 | 2033* | 2018 |
| mT5: A massively multilingual pre-trained text-to-text transformer L Xue, N Constant, A Roberts, M Kale, R Al-Rfou, A Siddhant, A Barua, ... arXiv preprint arXiv:2010.11934, 2020 | 939 | 2020 |
| The power of scale for parameter-efficient prompt tuning B Lester, R Al-Rfou, N Constant arXiv preprint arXiv:2104.08691, 2021 | 893 | 2021 |
| Multilingual universal sentence encoder for semantic retrieval Y Yang, D Cer, A Ahmad, M Guo, J Law, N Constant, GH Abrego, S Yuan, ... arXiv preprint arXiv:1907.04307, 2019 | 357 | 2019 |
| Character-level language modeling with deeper self-attention R Al-Rfou, D Choe, N Constant, M Guo, L Jones Proceedings of the AAAI conference on artificial intelligence 33 (01), 3159-3166, 2019 | 330 | 2019 |
| Contrastive topic: Meanings and realizations N Constant | 190 | 2014 |
| Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ... arXiv preprint arXiv:2206.04615, 2022 | 180 | 2022 |
| ByT5: Towards a token-free future with pre-trained byte-to-byte models L Xue, A Barua, N Constant, R Al-Rfou, S Narang, M Kale, A Roberts, ... Transactions of the Association for Computational Linguistics 10, 291-306, 2022 | 160 | 2022 |
| Learning semantic textual similarity from conversations Y Yang, S Yuan, D Cer, S Kong, N Constant, P Pilar, H Ge, YH Sung, ... arXiv preprint arXiv:1804.07754, 2018 | 157 | 2018 |
| English rise-fall-rise: A study in the semantics and pragmatics of intonation N Constant Linguistics & Philosophy 35 (5), 407-442, 2012 | 97 | 2012 |
| SPoT: Better frozen model adaptation through soft prompt transfer T Vu, B Lester, N Constant, R Al-Rfou, D Cer arXiv preprint arXiv:2110.07904, 2021 | 92 | 2021 |
| Effective parallel corpus mining using bilingual sentence embeddings M Guo, Q Shen, Y Yang, H Ge, D Cer, GH Abrego, K Stevens, N Constant, ... arXiv preprint arXiv:1807.11906, 2018 | 92 | 2018 |
| XTREME-R: Towards more challenging and nuanced multilingual evaluation S Ruder, N Constant, J Botha, A Siddhant, O Firat, J Fu, P Liu, J Hu, ... arXiv preprint arXiv:2104.07412, 2021 | 87 | 2021 |
| Sentence-T5: Scalable sentence encoders from pre-trained text-to-text models J Ni, GH Ábrego, N Constant, J Ma, KB Hall, D Cer, Y Yang arXiv preprint arXiv:2108.08877, 2021 | 85 | 2021 |
| The pragmatics of expressive content: Evidence from large corpora N Constant, C Davis, C Potts, F Schwarz Sprache und Datenverarbeitung 33 (1-2), 5-21, 2009 | 70 | 2009 |
| ReQA: An evaluation for end-to-end answer retrieval models A Ahmad, N Constant, Y Yang, D Cer arXiv preprint arXiv:1907.04780, 2019 | 48 | 2019 |
| LAReQA: Language-agnostic answer retrieval from a multilingual pool U Roy, N Constant, R Al-Rfou, A Barua, A Phillips, Y Yang arXiv preprint arXiv:2004.05484, 2020 | 36 | 2020 |
| TextSETTR: Few-shot text style extraction and tunable targeted restyling P Riley, N Constant, M Guo, G Kumar, D Uthus, Z Parekh arXiv preprint arXiv:2010.03802, 2020 | 31* | 2020 |
| Multireqa: A cross-domain evaluation for retrieval question answering models M Guo, Y Yang, D Cer, Q Shen, N Constant arXiv preprint arXiv:2005.02507, 2020 | 30 | 2020 |
| Towards continual learning for multilingual machine translation via vocabulary substitution X Garcia, N Constant, AP Parikh, O Firat arXiv preprint arXiv:2103.06799, 2021 | 22 | 2021 |
Daniel CerResearch Scientist, Google ResearchVerified email at google.com
