13 citations · 38 across the 8 of their papers we have counts for
8 papers
PharmMT: A Neural Machine Translation Approach to Simplify Prescription Directions
Jiazhao Li, Corey Lester, Xinyan Zhao +3
The language used by physicians and health professionals in prescription directions includes medical jargon and implicit directives and causes much confusion among patients. Human…
UniDS: A Unified Dialogue System for Chit-Chat and Task-oriented Dialogues
Xinyan Zhao, Bin He, Yasheng Wang +6
With the advances in deep learning, tremendous progress has been made with chit-chat dialogue systems and task-oriented dialogue systems. However, these two systems are often tackl…
GLaRA: Graph-based Labeling Rule Augmentation for Weakly Supervised Named Entity Recognition
Xinyan Zhao, Haibo Ding, Zhe Feng
Instead of using expensive manual annotations, researchers have proposed to train named entity recognition (NER) systems using heuristic labeling rules. However, devising labeling…
Toward Effective Automated Content Analysis via Crowdsourcing
Jiele Wu, Chau-Wai Wong, Xinyan Zhao +1
Many computer scientists use the aggregated answers of online workers to represent ground truth. Prior work has shown that aggregation methods such as majority voting are effective…
LIREx: Augmenting Language Inference with Relevant Explanation
Xinyan Zhao, V. G. Vinod Vydiswaran
Natural language explanations (NLEs) are a special form of data annotation in which annotators identify rationales (most significant text tokens) when assigning labels to data inst…
A Weighted Heterogeneous Graph Based Dialogue System
Xinyan Zhao, Liangwei Chen, Huanhuan Chen
Knowledge based dialogue systems have attracted increasing research interest in diverse applications. However, for disease diagnosis, the widely used knowledge graph is hard to rep…
Correction of Faulty Background Knowledge based on Condition Aware and Revise Transformer for Question Answering
Xinyan Zhao, Xiao Feng, Haoming Zhong +2
The study of question answering has received increasing attention in recent years. This work focuses on providing an answer that compatible with both user intent and conditioning i…
Theme-aware generation model for chinese lyrics
Jie Wang, Xinyan Zhao
With rapid development of neural networks, deep-learning has been extended to various natural language generation fields, such as machine translation, dialogue generation and even…