Search Results for author: Ye Lin

Found 13 papers, 4 papers with code

The NiuTrans System for the WMT21 Efficiency Task

1 code implementation16 Sep 2021 Chenglong Wang, Chi Hu, Yongyu Mu, Zhongxiang Yan, Siming Wu, Minyi Hu, Hang Cao, Bei Li, Ye Lin, Tong Xiao, Jingbo Zhu

This paper describes the NiuTrans system for the WMT21 translation efficiency task (http://statmt. org/wmt21/efficiency-task. html).

Knowledge Distillation Translation

An Efficient Transformer Decoder with Compressed Sub-layers

no code implementations3 Jan 2021 Yanyang Li, Ye Lin, Tong Xiao, Jingbo Zhu

The large attention-based encoder-decoder network (Transformer) has become prevailing recently due to its effectiveness.

Machine Translation Translation

A Simple and Effective Approach to Robust Unsupervised Bilingual Dictionary Induction

no code implementations COLING 2020 Yanyang Li, Yingfeng Luo, Ye Lin, Quan Du, Huizhen Wang, ShuJian Huang, Tong Xiao, Jingbo Zhu

Our experiments show that this simple method does not hamper the performance of similar language pairs and achieves an accuracy of 13. 64~55. 53% between English and four distant languages, i. e., Chinese, Japanese, Vietnamese and Thai.

Dimensionality Reduction Self-Learning

Towards Fully 8-bit Integer Inference for the Transformer Model

no code implementations17 Sep 2020 Ye Lin, Yanyang Li, Tengbo Liu, Tong Xiao, Tongran Liu, Jingbo Zhu

8-bit integer inference, as a promising direction in reducing both the latency and storage of deep neural networks, has made great progress recently.

Language Modelling Quantization +1

General-Purpose User Embeddings based on Mobile App Usage

1 code implementation27 May 2020 Junqi Zhang, Bing Bai, Ye Lin, Jian Liang, Kun Bai, Fei Wang

In this paper, we report our recent practice at Tencent for user modeling based on mobile app usage.

Feature Engineering

CSRN: Collaborative Sequential Recommendation Networks for News Retrieval

no code implementations7 Apr 2020 Bing Bai, Guanhua Zhang, Ye Lin, Hao Li, Kun Bai, Bo Luo

Recurrent Neural Network (RNN)-based sequential recommendation is a popular approach that utilizes users' recent browsing history to predict future items.

Collaborative Filtering News Retrieval +1

Unsupervised Many-to-Many Image-to-Image Translation Across Multiple Domains

no code implementations28 Nov 2019 Ye Lin, Keren Fu, Shenggui Ling, Cheng Peng

To improve the image quality, we propose an effective many-to-many mapping framework for unsupervised multi-domain image-to-image translation.

Translation Unsupervised Image-To-Image Translation

The NiuTrans Machine Translation System for WMT18

no code implementations WS 2018 Qiang Wang, Bei Li, Jiqiang Liu, Bojian Jiang, Zheyang Zhang, Yinqiao Li, Ye Lin, Tong Xiao, Jingbo Zhu

This paper describes the submission of the NiuTrans neural machine translation system for the WMT 2018 Chinese ↔ English news translation tasks.

Machine Translation Translation

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