Search Results for author: Shaohua Yang

Found 9 papers, 1 papers with code

Commonsense Justification for Action Explanation

1 code implementation EMNLP 2018 Shaohua Yang, Qiaozi Gao, Sari Sadiya, Joyce Chai

To enable collaboration and communication between humans and agents, this paper investigates learning to acquire commonsense evidence for action justification.

Decision Making

What Action Causes This? Towards Naive Physical Action-Effect Prediction

no code implementations ACL 2018 Qiaozi Gao, Shaohua Yang, Joyce Chai, V, Lucy erwende

Despite recent advances in knowledge representation, automated reasoning, and machine learning, artificial agents still lack the ability to understand basic action-effect relations regarding the physical world, for example, the action of cutting a cucumber most likely leads to the state where the cucumber is broken apart into smaller pieces.

On Evaluating and Comparing Open Domain Dialog Systems

no code implementations11 Jan 2018 Anu Venkatesh, Chandra Khatri, Ashwin Ram, Fenfei Guo, Raefer Gabriel, Ashish Nagar, Rohit Prasad, Ming Cheng, Behnam Hedayatnia, Angeliki Metallinou, Rahul Goel, Shaohua Yang, Anirudh Raju

In this paper, we propose a comprehensive evaluation strategy with multiple metrics designed to reduce subjectivity by selecting metrics which correlate well with human judgement.

Goal-Oriented Dialogue Systems Open-Domain Dialog

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