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Mandy Guo
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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
4572019
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
4072019
Gemini: a family of highly capable multimodal models
G Team, R Anil, S Borgeaud, Y Wu, JB Alayrac, J Yu, R Soricut, ...
arXiv preprint arXiv:2312.11805, 2023
3482023
LongT5: Efficient text-to-text transformer for long sequences
M Guo, J Ainslie, D Uthus, S Ontanon, J Ni, YH Sung, Y Yang
arXiv preprint arXiv:2112.07916, 2021
1942021
Improving multilingual sentence embedding using bi-directional dual encoder with additive margin softmax
Y Yang, GH Abrego, S Yuan, M Guo, Q Shen, D Cer, YH Sung, B Strope, ...
arXiv preprint arXiv:1902.08564, 2019
1082019
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
1072018
Wiki-40b: Multilingual language model dataset
M Guo, Z Dai, D Vrandečić, R Al-Rfou
Proceedings of the Twelfth Language Resources and Evaluation Conference …, 2020
742020
Mural: multimodal, multitask retrieval across languages
A Jain, M Guo, K Srinivasan, T Chen, S Kudugunta, C Jia, Y Yang, ...
arXiv preprint arXiv:2109.05125, 2021
662021
Colt5: Faster long-range transformers with conditional computation
J Ainslie, T Lei, M de Jong, S Ontañón, S Brahma, Y Zemlyanskiy, ...
arXiv preprint arXiv:2303.09752, 2023
382023
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
342020
Neural retrieval for question answering with cross-attention supervised data augmentation
Y Yang, N Jin, K Lin, M Guo, D Cer
arXiv preprint arXiv:2009.13815, 2020
262020
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
212020
MultiReQA: A cross-domain evaluation forRetrieval question answering models
M Guo, Y Yang, D Cer, Q Shen, N Constant
Proceedings of the Second Workshop on Domain Adaptation for NLP, 94-104, 2021
202021
Hierarchical document encoder for parallel corpus mining
M Guo, Y Yang, K Stevens, D Cer, H Ge, Y Sung, B Strope, R Kurzweil
arXiv preprint arXiv:1906.08401, 2019
202019
Bridging the gap for tokenizer-free language models
D Choe, R Al-Rfou, M Guo, H Lee, N Constant
arXiv preprint arXiv:1908.10322, 2019
172019
Textsettr: Label-free text style extraction and tunable targeted restyling
P Riley, N Constant, M Guo, G Kumar, D Uthus, Z Parekh
132020
CoBIT: A contrastive bi-directional image-text generation model
H You, M Guo, Z Wang, KW Chang, J Baldridge, J Yu
arXiv preprint arXiv:2303.13455, 2023
92023
Towards universality in multilingual text rewriting
X Garcia, N Constant, M Guo, O Firat
arXiv preprint arXiv:2107.14749, 2021
72021
mlongt5: A multilingual and efficient text-to-text transformer for longer sequences
D Uthus, S Ontañón, J Ainslie, M Guo
arXiv preprint arXiv:2305.11129, 2023
42023
A Suite of Generative Tasks for Multi-Level Multimodal Webpage Understanding
A Burns, K Srinivasan, J Ainslie, G Brown, BA Plummer, K Saenko, J Ni, ...
arXiv preprint arXiv:2305.03668, 2023
22023
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