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Lambert Mathias
Lambert Mathias
Research Scientist, Facebook
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Title
Cited by
Cited by
Year
Architecture for multi-domain utterance processing
L Mathias, Y Shi, IA Kiss, RP Thomas, FJG Deramat
US Patent 9,070,366, 2015
3382015
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
2662020
Fine-grained natural language understanding
L Mathias, T Kollar, A Mandal, A Metallinou
US Patent 10,304,444, 2019
2592019
Named entity resolution in spoken language processing
L Mathias, WA Zaki, Y Shi
US Patent 9,454,957, 2016
1962016
Discriminative training of document transcription system
L Mathias, G Yegnanarayanan, J Fritsch
US Patent 8,412,521, 2013
1912013
Selecting from multiple content sources
L Mathias, SF Potter
US Patent 9,691,379, 2017
1672017
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
1052021
Lattice encoding using recurrent neural networks
F Ladhak, A Gandhe, M Dreyer, A Rastrow, B Hoffmeister, L Mathias
US Patent 10,176,802, 2019
952019
LATTICE RNN: Recurrent neural networks over lattices
F Ladhak, A Gandhe, M Dreyer, L Mathias, A Rastrow, B Hoffmeister
712016
Statistical phrase-based speech translation
L Mathias, W Byrne
2006 IEEE International Conference on Acoustics Speech and Signal Processing …, 2006
702006
Transfer learning for neural semantic parsing
X Fan, E Monti, L Mathias, M Dreyer
arXiv preprint arXiv:1706.04326, 2017
622017
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
582022
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
572018
Scaling multi-domain dialogue state tracking via query reformulation
P Rastogi, A Gupta, T Chen, L Mathias
arXiv preprint arXiv:1903.05164, 2019
472019
Architecture for multi-domain natural language processing
L Mathias, Y Shi, IA Kiss, RP Thomas, FJG Deramat
US Patent 9,436,678, 2016
412016
Named entity recognition with personalized models
IA Kiss, L Mathias, JP Adams
US Patent 9,190,055, 2015
392015
Discriminative training of document transcription system
L Mathias, G Yegnanarayanan, J Fritsch
US Patent 9,190,050, 2015
382015
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
322022
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
252020
Contextual slot carryover for disparate schemas
C Naik, A Gupta, H Ge, L Mathias, R Sarikaya
arXiv preprint arXiv:1806.01773, 2018
232018
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