Search Results for author: Tong Gao

Found 4 papers, 3 papers with code

Towards Automated Error Analysis: Learning to Characterize Errors

no code implementations13 Jan 2022 Tong Gao, Shivang Singh, Raymond J. Mooney

We propose a novel form of "meta learning" that automatically learns interpretable rules that characterize the types of errors that a system makes, and demonstrate these rules' ability to help understand and improve two NLP systems.

Common Sense Reasoning Meta-Learning +2

MMOCR: A Comprehensive Toolbox for Text Detection, Recognition and Understanding

2 code implementations14 Aug 2021 Zhanghui Kuang, Hongbin Sun, Zhizhong Li, Xiaoyu Yue, Tsui Hin Lin, Jianyong Chen, Huaqiang Wei, Yiqin Zhu, Tong Gao, Wenwei Zhang, Kai Chen, Wayne Zhang, Dahua Lin

We present MMOCR-an open-source toolbox which provides a comprehensive pipeline for text detection and recognition, as well as their downstream tasks such as named entity recognition and key information extraction.

Key Information Extraction named-entity-recognition +4

Systematic Generalization on gSCAN with Language Conditioned Embedding

2 code implementations Asian Chapter of the Association for Computational Linguistics 2020 Tong Gao, Qi Huang, Raymond J. Mooney

Systematic Generalization refers to a learning algorithm's ability to extrapolate learned behavior to unseen situations that are distinct but semantically similar to its training data.

Systematic Generalization

Large-Scale Answerer in Questioner's Mind for Visual Dialog Question Generation

1 code implementation ICLR 2019 Sang-Woo Lee, Tong Gao, Sohee Yang, Jaejun Yoo, Jung-Woo Ha

Answerer in Questioner's Mind (AQM) is an information-theoretic framework that has been recently proposed for task-oriented dialog systems.

Question Generation Question-Generation +1

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