Multiple-element joint detection for Aspect-Based Sentiment Analysis

Chao Wu, Qingyu Xiong, Hualing Yi, +4

Knowledge-Based Systems

Natural Language ProcessingEngineeringOpinion AggregationCorpus LinguisticsPart-of-speech Tagging +10

No Fear of Classifier Biases: Neural Collapse Inspired Federated Learning with Synthetic and Fixed Classifier

Zexi Li, Xinyi Shang, Rui He, +2

Artificial IntelligenceFew-shot LearningClassifier CalibrationEngineeringMachine Learning +15

Multi-modal cyberbullying detection on social networks

Kaige Wang, Qingyu Xiong, Chao Wu, +2

Abuse DetectionEngineeringSocial Medium MonitoringCommunicationMultimodal Sentiment Analysis +16

A method for mixed data classification base on RBF-ELM network

Qiude Li, Qingyu Xiong, Shengfen Ji, +3

Neurocomputing

Data ClassificationClassification MethodEngineeringMachine LearningData Science +12

Incremental semi-supervised Extreme Learning Machine for Mixed data stream classification

Qiude Li, Qingyu Xiong, Shengfen Ji, +3

Expert Systems with Applications

Incremental LearningEngineeringMachine LearningData ScienceData Mining +9

Residual attention and other aspects module for aspect-based sentiment analysis

Chao Wu, Qingyu Xiong, Zhengyi Yang, +5

Neurocomputing

Natural Language ProcessingResidual AttentionEngineeringComputational LinguisticsLanguage Studies +4

DENSE: Data-Free One-Shot Federated Learning

Jie Zhang, Chen Chen, Bo Li, +3

arXiv (Cornell University)

Artificial IntelligenceEngineeringMachine LearningData ScienceFederated Learning +12

Federated Learning with Label Distribution Skew via Logits Calibration

Jie Zhang, Zhiqi Li, Bo Li, +4

arXiv (Cornell University)

Artificial IntelligenceNatural Language ProcessingEngineeringMachine LearningData Science +13

A relative position attention network for aspect-based sentiment analysis

Chao Wu, Qingyu Xiong, Min Gao, +3

Knowledge and Information Systems

Natural Language ProcessingAspect-based Sentiment AnalysisEngineeringOpinion AggregationComputational Linguistics +6

Revisiting Weighted Aggregation in Federated Learning with Neural Networks

Zexi Li, Tao Lin, Xinyi Shang, +1

arXiv (Cornell University)

Artificial IntelligenceEngineeringMachine LearningData ScienceData Mining +12