Ye Lin | DeepAI

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Featured Co-authors

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Chenglong Wang
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Ziyang Wang
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Kun Bai
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∙ 06/15/2023

Understanding Parameter Sharing in Transformers

Parameter sharing has proven to be a parameter-efficient approach. Previ...

0 Ye Lin, et al. ∙

∙ 06/07/2023

MobileNMT: Enabling Translation in 15MB and 30ms

Deploying NMT models on mobile devices is essential for privacy, low lat...

0 Ye Lin, et al. ∙

∙ 05/10/2023

Multi-Path Transformer is Better: A Case Study on Neural Machine Translation

For years the model performance in machine learning obeyed a power-law r...

0 Ye Lin, et al. ∙

∙ 09/16/2021

The NiuTrans System for WNGT 2020 Efficiency Task

This paper describes the submissions of the NiuTrans Team to the WNGT 20...

0 Chi Hu, et al. ∙

∙ 09/16/2021

The NiuTrans System for the WMT21 Efficiency Task

This paper describes the NiuTrans system for the WMT21 translation effic...

0 Chenglong Wang, et al. ∙

∙ 09/09/2021

Bag of Tricks for Optimizing Transformer Efficiency

Improving Transformer efficiency has become increasingly attractive rece...

0 Ye Lin, et al. ∙

∙ 01/03/2021

An Efficient Transformer Decoder with Compressed Sub-layers

The large attention-based encoder-decoder network (Transformer) has beco...

0 Yanyang Li, et al. ∙

∙ 11/30/2020

A Simple and Effective Approach to Robust Unsupervised Bilingual Dictionary Induction

Unsupervised Bilingual Dictionary Induction methods based on the initial...

0 Yanyang Li, et al. ∙

∙ 09/19/2020

Weight Distillation: Transferring the Knowledge in Neural Network Parameters

Knowledge distillation has been proven to be effective in model accelera...

0 Ye Lin, et al. ∙

∙ 09/17/2020

Towards Fully 8-bit Integer Inference for the Transformer Model

8-bit integer inference, as a promising direction in reducing both the l...

0 Ye Lin, et al. ∙

∙ 05/27/2020

General-Purpose User Embeddings based on Mobile App Usage

In this paper, we report our recent practice at Tencent for user modelin...

0 Junqi Zhang, et al. ∙

∙ 04/07/2020

CSRN: Collaborative Sequential Recommendation Networks for News Retrieval

Nowadays, news apps have taken over the popularity of paper-based media,...

7 Bing Bai, et al. ∙

∙ 11/28/2019

An Efficient Multi-Domain Framework for Image-to-Image Translation

Existing approaches have been proposed to tackle unsupervised image-to-i...

4 Ye Lin, et al. ∙

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