Deep learning for event-driven stock prediction

Xiao Ding, Yue Zhang, Ting Liu, +1

International Conference on Artificial Intelligence

EngineeringMachine LearningData ScienceEvent UnderstandingStock Price Movements +13

Using Structured Events to Predict Stock Price Movement: An Empirical Investigation

Xiao Ding, Yue Zhang, Ting Liu, +1

Constructing Narrative Event Evolutionary Graph for Script Event Prediction

Zhongyang Li, Xiao Ding, Ting Liu

Structured PredictionEngineeringMachine LearningEvent GraphNarrative Summarization +15

Give us the Facts: Enhancing Large Language Models With Knowledge Graphs for Fact-Aware Language Modeling

Linyao Yang, Hongyang Chen, Zhao Li, +2

IEEE Transactions on Knowledge and Data Engineering

Knowledge-Driven Event Embedding for Stock Prediction

Xiao Ding, Yue Zhang, Ting Liu, +1

International Conference on Computational Linguistics

EngineeringMachine LearningCorpus LinguisticsText MiningWord Embeddings +18

Mining User Consumption Intention from Social Media Using Domain Adaptive Convolutional Neural Network

Xiao Ding, Ting Liu, Junwen Duan, +1

Proceedings of the AAAI Conference on Artificial Intelligence

Convolutional Neural NetworkEngineeringMachine LearningDigital MarketingConsumer Research +21

Fluoxetine inhibited the activation of A1 reactive astrocyte in a mouse model of major depressive disorder through astrocytic 5-HT2BR/β-arrestin2 pathway

Yinquan Fang, Xiao Ding, Yihe Zhang, +11

Journal of Neuroinflammation

Predicting movie Box-office revenues by exploiting large-scale social media content

Ting Liu, Xiao Ding, Yiheng Chen, +2

Multimedia Tools and Applications

Computational Social ScienceSocial MediaData ScienceDigital MarketingSocial Medium Monitoring +10

Event Representation Learning Enhanced with External Commonsense Knowledge

Xiao Ding, Kuo Liao, Ting Liu, +2

EngineeringMachine LearningEvent CorrelationLanguage ProcessingText Mining +17

Story Ending Prediction by Transferable BERT

Zhongyang Li, Xiao Ding, Ting Liu

Llm Fine-tuningEngineeringMachine LearningNarrative SummarizationMultilingual Pretraining +20