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multilingual NLP

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DataFunTalk
DataFunTalk
Jun 28, 2023 · Artificial Intelligence

Building and Applying a Multi‑Language Product Knowledge Graph at Shopee

This presentation details Shopee's approach to constructing a multilingual product knowledge graph, covering ontology modeling, data acquisition, fusion techniques, and practical applications, while discussing challenges, model architectures, and future directions for large‑scale e‑commerce AI systems.

E-commerceKnowledge Graphmachine learning
0 likes · 20 min read
Building and Applying a Multi‑Language Product Knowledge Graph at Shopee
iQIYI Technical Product Team
iQIYI Technical Product Team
Jul 9, 2021 · Artificial Intelligence

iQIYI Multi‑Language Subtitle Machine Translation: Practice, Model Exploration, and Deployment

iQIYI’s multi‑language subtitle machine‑translation system combines a one‑to‑many transformer, context‑fusion encoding, four custom attention masks, masked language modeling, global decoding loss, reconstruction and error‑correction modules, plus pronoun, idiom and name‑handling tricks, achieving higher quality than third‑party services and even surpassing human translation for several languages.

One-to-Many ModelSubtitle Translationerror correction
0 likes · 17 min read
iQIYI Multi‑Language Subtitle Machine Translation: Practice, Model Exploration, and Deployment
DataFunTalk
DataFunTalk
Feb 20, 2021 · Artificial Intelligence

Industrial-Scale Machine Translation at Bytedance: Applications, Demos, and Research Advances

This article presents Bytedance's industrial machine‑translation platform, describing its global deployment, diverse product demos, underlying sequence‑to‑sequence models, BERT‑enhanced training strategies, prune‑tune sparsity techniques, multilingual pre‑training, document translation, and a high‑performance inference engine.

AI applicationsBERTByteDance
0 likes · 19 min read
Industrial-Scale Machine Translation at Bytedance: Applications, Demos, and Research Advances