Lingyang Ji Email & Phone Number

Atlanta, GA, US

Shanghai City, China

Greater Atlanta Area

Mountain View, CA

l Researched the multi-round dialogue system especially advanced methods, such as reinforcement learning anddeep learning skillsl Applied information retrieval-based and knowledge graph-based models to select answers as a sub-modell Implemented the seq2seq model to generate responses as a sub-modell Established the multi-round dialogue system by.

Shanghai City, China

l Researched original solutions including semantic analysis, information retrieval and vector modelingl Proposed and implemented a knowledge graph-based approach with Convolutional Neural Networks(CNN), Long short-term memory(LSTM) and attention mechanisml Trained the model based on the log-loss of the calculated score between question and answer vectorsl.

Shanghai City, China