PatentNet: A Large-Scale Incomplete Multiview, Multimodal, Multilabel Industrial Goods Image Database

no code implementations • 23 Jun 2021 • FangYuan Lei, Da Huang, Jianjian Jiang, Ruijun Ma, Senhong Wang, Jiangzhong Cao, Yusen Lin, Qingyun Dai

In deep learning area, large-scale image datasets bring a breakthrough in the success of object recognition and retrieval.

Benchmarking Clustering +5

A Review on Semi-Supervised Relation Extraction

no code implementations • 12 Mar 2021 • Yusen Lin

Relation extraction (RE) plays an important role in extracting knowledge from unstructured text but requires a large amount of labeled corpus.

Meta-Learning Relation +1

Bilingual Dictionary-based Language Model Pretraining for Neural Machine Translation

no code implementations • 12 Mar 2021 • Yusen Lin, Jiayong Lin, Shuaicheng Zhang, Haoying Dai

Recent studies have demonstrated a perceivable improvement on the performance of neural machine translation by applying cross-lingual language model pretraining (Lample and Conneau, 2019), especially the Translation Language Modeling (TLM).

Language Modelling Machine Translation +1

Predicting the Behavior of Dealers in Over-The-Counter Corporate Bond Markets

no code implementations • 12 Mar 2021 • Yusen Lin, Jinming Xue, Louiqa Raschid

Using this history of dealer activity, we predict the future trading decisions of the dealer.

Clustering