SMPL: Simulated Industrial Manufacturing and Process Control Learning Environments

1 code implementation • 17 Jun 2022 • Mohan Zhang, Xiaozhou Wang, Benjamin Decardi-Nelson, Song Bo, An Zhang, Jinfeng Liu, Sile Tao, Jiayi Cheng, Xiaohong Liu, Dengdeng Yu, Matthew Poon, Animesh Garg

Traditional biological and pharmaceutical manufacturing plants are controlled by human workers or pre-defined thresholds.

Benchmarking Model Predictive Control +2

Don't Change Me! User-Controllable Selective Paraphrase Generation

no code implementations • EACL 2021 • Mohan Zhang, Luchen Tan, Zhengkai Tu, Zihang Fu, Kun Xiong, Ming Li, Jimmy Lin

The contribution of this work is a novel data generation technique using distant supervision that allows us to start with a pretrained sequence-to-sequence model and fine-tune a paraphrase generator that exhibits this behavior, allowing user-controllable paraphrase generation.

Paraphrase Generation

Latent Dirichlet Allocation with Residual Convolutional Neural Network Applied in Evaluating Credibility of Chinese Listed Companies

no code implementations • 24 Nov 2018 • Mohan Zhang, Zhichao Luo, Hai Lu

This project demonstrated a methodology to estimating cooperate credibility with a Natural Language Processing approach.

Representation Learning Models for Entity Search

no code implementations • 28 Oct 2016 • Shijia E, Yang Xiang, Mohan Zhang

We focus on the problem of learning distributed representations for entity search queries, named entities, and their short descriptions.

Representation Learning