Search Results for author: Bin Ni

Found 4 papers, 1 papers with code

BertNet: Harvesting Knowledge Graphs with Arbitrary Relations from Pretrained Language Models

1 code implementation28 Jun 2022 Shibo Hao, Bowen Tan, Kaiwen Tang, Bin Ni, Xiyan Shao, Hengzhe Zhang, Eric P. Xing, Zhiting Hu

The resulting KGs as a symbolic interpretation of the source LMs also reveal new insights into the LMs' knowledge capacities.

Knowledge Graphs

MVStylizer: An Efficient Edge-Assisted Video Photorealistic Style Transfer System for Mobile Phones

no code implementations24 May 2020 Ang Li, Chunpeng Wu, Yiran Chen, Bin Ni

Instead of performing stylization frame by frame, only key frames in the original video are processed by a pre-trained deep neural network (DNN) on edge servers, while the rest of stylized intermediate frames are generated by our designed optical-flow-based frame interpolation algorithm on mobile phones.

Federated Learning Optical Flow Estimation +2

Low-dimensional Semantic Space: from Text to Word Embedding

no code implementations3 Nov 2019 Xiaolei Lu, Bin Ni

This article focuses on the study of Word Embedding, a feature-learning technique in Natural Language Processing that maps words or phrases to low-dimensional vectors.

Word Sense Disambiguation

BERT-CNN: a Hierarchical Patent Classifier Based on a Pre-Trained Language Model

no code implementations3 Nov 2019 Xiaolei Lu, Bin Ni

The automatic classification is a process of automatically assigning text documents to predefined categories.

Classification General Classification +4

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