Mandy Guo - Concepedia

Author

Mandy Guo

Google (United States)

Also Known As

Colmenarejo, Sergio Gómez, Garg, Roopal, Guo, Mandy, Madras, David, Mandy Guo

Publications

Citations

H-Index

Concepts

All Affiliations

Google (United States)Carnegie Mellon University

About

Mandy Guo is an author at Google (United States) specializing in linguistics, natural language processing, and computational linguistics.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	12	13	888
2	Language Studies	12	13	888
3	Linguistics	12	13	888
4	Data Science	5	5	143
5	Computer Science	4	4	597

Mandy Guo

Publications

1.1K

Citations

H-Index

Page 1

	Year	Citations
Multilingual Universal Sentence Encoder for Semantic Retrieval Yinfei Yang, Daniel Cer, Amin Ahmad, EngineeringCross-lingual RepresentationChomsky HierarchySystem DemonstrationsMathematical Linguistics	2020	403
LongT5: Efficient Text-To-Text Transformer for Long Sequences Mandy Guo, Joshua Ainslie, David Uthus, Findings of the Association for Computational Linguistics: NAACL 2022	2022	193
Effective Parallel Corpus Mining using Bilingual Sentence Embeddings Mandy Guo, Qinlan Shen, Yinfei Yang, Applied LinguisticsNatural Language ProcessingTranslation StudiesComputer-assisted TranslationEngineering	2018	112
Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax Yinfei Yang, Gustavo Hernández Ábrego, Steve Yuan, Bi-directional Dual EncoderEngineeringCross-lingual RepresentationMultilingualismCorpus Linguistics	2019	80
Multilingual Universal Sentence Encoder for Semantic Retrieval Yinfei Yang, Daniel Cer, Amin Ahmad, arXiv (Cornell University) EngineeringCross-lingual RepresentationMultilingualismTensorflow HubMultilingual Pretraining	2019	66
Character-Level Language Modeling with Deeper Self-Attention Rami Al‐Rfou, Dokook Choe, Noah Constant, Proceedings of the AAAI Conference on Artificial Intelligence EngineeringMachine LearningOther Rnn VariantsPsycholinguisticsMultilingual Pretraining	2019	59
MURAL: Multimodal, Multitask Representations Across Languages Aashi Jain, Mandy Guo, Krishna Srinivasan,	2021	38
TextSETTR: Few-Shot Text Style Extraction and Tunable Targeted Restyling Parker Riley, Noah Constant, Mandy Guo, Natural Language ProcessingApplied LinguisticsEngineeringInformation RetrievalText Recognition	2021	37
Wiki-40B: Multilingual Language Model Dataset Mandy Guo, Zihang Dai, Denny Vrandečić, Language Resources and Evaluation Natural Language ProcessingEngineeringCross-lingual RepresentationComputational LinguisticsLanguage Studies	2020	36
CoLT5: Faster Long-Range Transformers with Conditional Computation Joshua Ainslie, Tao Lei, Michiel de Jong, EngineeringAdvanced ComputingPart-of-speech TaggingLanguage ProcessingText Mining	2023	23

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