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Huaixiu Zheng

2 accepted papers

2020

Exploration Based Language Learning for Text-Based Games

IJCAI 2020poster

This work presents an exploration and imitation-learning-based agent capable of state-of-the-art performance in playing text-based computer games. These games are of interest as they can be seen as a testbed for language understanding, problem-solving, and language generation by artificial agents.…

Cited by 0SourcePDFScholar
2020

Joint Contextual Modeling for ASR Correction and Language Understanding

ICASSP 2020accepted

The quality of automatic speech recognition (ASR) is critical to Dialogue Systems as ASR errors propagate to and directly impact downstream tasks such as language understanding (LU). In this paper, we propose multi-task neural approaches to perform contextual language correction on ASR outputs joint…

Cited by 0SourceScholar