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Multi-lingual Evaluation of Code Generation Models


Oct 26, 2022
Ben Athiwaratkun, Sanjay Krishna Gouda, Zijian Wang, Xiaopeng Li, Yuchen Tian, Ming Tan, Wasi Uddin Ahmad, Shiqi Wang, Qing Sun, Mingyue Shang, Sujan Kumar Gonugondla, Hantian Ding, Varun Kumar, Nathan Fulton, Arash Farahani, Siddhartha Jain, Robert Giaquinto, Haifeng Qian, Murali Krishna Ramanathan, Ramesh Nallapati, Baishakhi Ray, Parminder Bhatia, Sudipta Sengupta, Dan Roth, Bing Xiang

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* Code and data release: https://github.com/amazon-research/mbxp-exec-eval 

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ContraGen: Effective Contrastive Learning For Causal Language Model


Oct 03, 2022
Nihal Jain, Dejiao Zhang, Wasi Uddin Ahmad, Zijian Wang, Feng Nan, Xiaopeng Li, Ming Tan, Ramesh Nallapati, Baishakhi Ray, Parminder Bhatia, Xiaofei Ma, Bing Xiang

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* 10 pages 

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AIM 2022 Challenge on Super-Resolution of Compressed Image and Video: Dataset, Methods and Results


Aug 25, 2022
Ren Yang, Radu Timofte, Xin Li, Qi Zhang, Lin Zhang, Fanglong Liu, Dongliang He, Fu li, He Zheng, Weihang Yuan, Pavel Ostyakov, Dmitry Vyal, Magauiya Zhussip, Xueyi Zou, Youliang Yan, Lei Li, Jingzhu Tang, Ming Chen, Shijie Zhao, Yu Zhu, Xiaoran Qin, Chenghua Li, Cong Leng, Jian Cheng, Claudio Rota, Marco Buzzelli, Simone Bianco, Raimondo Schettini, Dafeng Zhang, Feiyu Huang, Shizhuo Liu, Xiaobing Wang, Zhezhu Jin, Bingchen Li, Xin Li, Mingxi Li, Ding Liu, Wenbin Zou, Peijie Dong, Tian Ye, Yunchen Zhang, Ming Tan, Xin Niu, Mustafa Ayazoglu, Marcos Conde, Ui-Jin Choi, Zhuang Jia, Tianyu Xu, Yijian Zhang, Mao Ye, Dengyan Luo, Xiaofeng Pan, Liuhan Peng

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* Camera-ready version 

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DQ-BART: Efficient Sequence-to-Sequence Model via Joint Distillation and Quantization


Mar 21, 2022
Zheng Li, Zijian Wang, Ming Tan, Ramesh Nallapati, Parminder Bhatia, Andrew Arnold, Bing Xiang, Dan Roth

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* ACL 2022 

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New Benchmark for Household Garbage Image Recognition


Feb 24, 2022
Zhize Wu, Huanyi Li, Xiaofeng Wang, Zijun Wu, Le Zou, Lixiang Xu, Ming Tan

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Generating Synthetic Data for Task-Oriented Semantic Parsing with Hierarchical Representations


Nov 03, 2020
Ke Tran, Ming Tan

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* Workshop on Structured Prediction for NLP, EMNLP 2020 

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Skeleton Based Action Recognition using a Stacked Denoising Autoencoder with Constraints of Privileged Information


Mar 12, 2020
Zhize Wu, Thomas Weise, Le Zou, Fei Sun, Ming Tan

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Out-of-Domain Detection for Low-Resource Text Classification Tasks


Aug 31, 2019
Ming Tan, Yang Yu, Haoyu Wang, Dakuo Wang, Saloni Potdar, Shiyu Chang, Mo Yu

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* EMNLP 2019 

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Slack Channels Ecology in Enterprises: How Employees Collaborate Through Group Chat


Jun 04, 2019
Dakuo Wang, Haoyu Wang, Mo Yu, Zahra Ashktorab, Ming Tan

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Extracting Multiple-Relations in One-Pass with Pre-Trained Transformers


Feb 04, 2019
Haoyu Wang, Ming Tan, Mo Yu, Shiyu Chang, Dakuo Wang, Kun Xu, Xiaoxiao Guo, Saloni Potdar

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* 8 pages 

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