Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation

Yonghui Wu, Mike Schuster, Zhifeng Chen, +27

arXiv (Cornell University)

Artificial IntelligenceNatural Language ProcessingCoverage PenaltyComputer-assisted TranslationEngineering +13

Google’s Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation

Melvin Johnson, Mike Schuster, Quoc V. Le, +8

Transactions of the Association for Computational Linguistics

Translation StudiesEngineeringMachine LearningCross-lingual RepresentationMultilingualism +15

Gemini: A Family of Highly Capable Multimodal Models

Gemini Robotics Team, Rohan Anil, Sebastian Borgeaud, +741

arXiv (Cornell University)

Artificial IntelligenceNatural Language ProcessingNew FamilyLarge Ai ModelImage Analysis +13

Massively Multilingual Neural Machine Translation

Roee Aharoni, Melvin Johnson

Syntactic ParsingEngineeringMelvin JohnsonLanguage ProcessingNatural Language Processing +15

XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalisation

Junjie Hu, Sebastian Ruder, Aditya Siddhant, +3

International Conference on Machine Learning

Llm Fine-tuningEngineeringMachine LearningCross-lingual RepresentationMultilingualism +16

XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization

Junjie Hu, Sebastian Ruder, Aditya Siddhant, +2

arXiv (Cornell University)

Llm Fine-tuningEngineeringMachine LearningCross-lingual RepresentationMultilingualism +16

Massively Multilingual Neural Machine Translation in the Wild: Findings and Challenges

Naveen Arivazhagan, Ankur Bapna, Dmitry Lepikhin, +9

arXiv (Cornell University)

EngineeringMachine LearningCross-lingual RepresentationMultilingualismMultilingual Pretraining +15

Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling

Jonathan Shen, Patrick Nguyen, Yonghui Wu, +87

arXiv (Cornell University)

EngineeringMachine LearningTensorflow FrameworkAi FoundationQuantized Inference +14

Direct Speech-to-Speech Translation with a Sequence-to-Sequence Model

Jia Ye, Ron J. Weiss, Fadi Biadsy, +4

EngineeringMachine LearningBaseline CascadeMultilingual PretrainingCorpus Linguistics +16

PaLM 2 Technical Report

Rohan Anil, Andrew M. Dai, Melvin Johnson, +123

arXiv (Cornell University)

Artificial IntelligenceLlm Fine-tuningEngineeringMachine LearningEducation +18