Founded in 2012, ByteDance is a technology company operating a range of content platforms that inform, educate, entertain, and inspire people across language, culture. Dedicated to building global platforms of creation and interaction, ByteDance now has over 60,000 global employees and a portfolio of applications available in over 150 markets and 75 languages, including Toutiao, Douyin, Xigua Video, TikTok, Helo, Lark, and more. Our mission: Inspire Creativity and Enrich Life.
Long
On the Sentence Embeddings from Pre-trained Language Models
Bohan Li, Hao Zhou, Junxian He, Mingxuan Wang, Yiming Yang, Lei Li
Pre-training Multilingual Neural Machine Translation by Leveraging Alignment Information
Zehui Lin, Xiao Pan, Mingxuan Wang, Xipeng Qiu, Jiangtao Feng, Hao Zhou, Lei Li
Double Graph Based Reasoning for Document-level Relation Extraction
Shuang Zeng, Runxin Xu, Baobao Chang, Lei Li
Findings
Active Sentence Learning by Adversarial Uncertainty Sampling in Discrete Space
Dongyu Ru, Jiangtao Feng, Lin Qiu, Hao Zhou, Mingxuan Wang, Weinan Zhang, Yong Yu, Lei Li
Language Generation via Combinatorial Constraint Satisfaction: A Tree Search Enhanced Monte-Carlo Approach
Maosen Zhang, Nan Jiang, Lei Li, Yexiang Xue
Workshop
The Volctrans Machine Translation System for WMT20
Liwei Wu, Xiao Pan, Zehui Lin, Yaoming ZHU, Mingxuan Wang, Lei Li
Volctrans Parallel Corpus Filtering System for WMT 2020
Runxin Xu, Zhuo Zhi, Jun Cao, Mingxuan Wang, Lei Li