| Architecture for multi-domain utterance processing L Mathias, Y Shi, IA Kiss, RP Thomas, FJG Deramat US Patent 9,070,366, 2015 | 359 | 2015 |
| Context interpretation in natural language processing using previous dialog acts G Di Fabbrizio, SS Bharathi, Y Shi, L Mathias US Patent 10,726,831, 2020 | 288 | 2020 |
| Fine-grained natural language understanding L Mathias, T Kollar, A Mandal, A Metallinou US Patent 10,304,444, 2019 | 285 | 2019 |
| Named entity resolution in spoken language processing L Mathias, WA Zaki, Y Shi US Patent 9,454,957, 2016 | 213 | 2016 |
| Discriminative training of document transcription system L Mathias, G Yegnanarayanan, J Fritsch US Patent 8,412,521, 2013 | 199 | 2013 |
| Selecting from multiple content sources L Mathias, SF Potter US Patent 9,691,379, 2017 | 174 | 2017 |
| Unipelt: A unified framework for parameter-efficient language model tuning Y Mao, L Mathias, R Hou, A Almahairi, H Ma, J Han, W Yih, M Khabsa arXiv preprint arXiv:2110.07577, 2021 | 140 | 2021 |
| Lattice encoding using recurrent neural networks F Ladhak, A Gandhe, M Dreyer, A Rastrow, B Hoffmeister, L Mathias US Patent 10,176,802, 2019 | 113 | 2019 |
| LATTICE RNN: Recurrent neural networks over lattices F Ladhak, A Gandhe, M Dreyer, L Mathias, A Rastrow, B Hoffmeister | 72 | 2016 |
| Statistical phrase-based speech translation L Mathias, W Byrne 2006 IEEE International Conference on Acoustics Speech and Signal Processing …, 2006 | 69 | 2006 |
| Perfect: Prompt-free and efficient few-shot learning with language models RK Mahabadi, L Zettlemoyer, J Henderson, M Saeidi, L Mathias, ... arXiv preprint arXiv:2204.01172, 2022 | 67 | 2022 |
| Transfer learning for neural semantic parsing X Fan, E Monti, L Mathias, M Dreyer arXiv preprint arXiv:1706.04326, 2017 | 62 | 2017 |
| The Alexa meaning representation language T Kollar, D Berry, L Stuart, K Owczarzak, T Chung, L Mathias, M Kayser, ... Proceedings of the 2018 Conference of the North American Chapter of the …, 2018 | 60 | 2018 |
| Scaling multi-domain dialogue state tracking via query reformulation P Rastogi, A Gupta, T Chen, L Mathias arXiv preprint arXiv:1903.05164, 2019 | 50 | 2019 |
| Architecture for multi-domain natural language processing L Mathias, Y Shi, IA Kiss, RP Thomas, FJG Deramat US Patent 9,436,678, 2016 | 45 | 2016 |
| Unirex: A unified learning framework for language model rationale extraction A Chan, M Sanjabi, L Mathias, L Tan, S Nie, X Peng, X Ren, H Firooz International Conference on Machine Learning, 2867-2889, 2022 | 42 | 2022 |
| Named entity recognition with personalized models IA Kiss, L Mathias, JP Adams US Patent 9,190,055, 2015 | 40 | 2015 |
| Discriminative training of document transcription system L Mathias, G Yegnanarayanan, J Fritsch US Patent 9,190,050, 2015 | 38 | 2015 |
| Pre-training for query rewriting in a spoken language understanding system Z Chen, X Fan, Y Ling ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 25 | 2020 |
| Architecture for multi-domain natural language processing L Mathias, Y Shi, IA Kiss, RP Thomas, FJG Deramat US Patent 11,176,936, 2021 | 23 | 2021 |
Markus DreyerPh.D., Johns Hopkins UniversityVerified email at cs.jhu.edu
