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科研前沿

柳真：Scale-teaching: Robust Multi-scale Training for Time Series Classification with Noisy Labels(NeurlPS 2023) 2023-11-03
朱思颖：MR-Transformer: Multi-Resolution Transformer for Multivariate Time Series Prediction(TNNLS 2023) 2023-10-28
严景松：Does the Order Matter? A Random Generative Way to Learn Label Hierarchy for Hierarchical Text Classification(TASLP 2023) 2023-10-28
马沛钿：CTW: Confident Time-Warping for Time-Series Label-Noise Learning(IJCAI 2023) 2023-10-18
冯华文：Perturbation-based Self-supervised Attention for Attention Bias in Text Classification(TASLP 2023) 2023-08-28
冯华文：Joint Constrained Learning with Boundary-adjusting for Emotion-Cause Pair Extraction(ACL 2023) 2023-08-28
郑俊豪：Preserving Commonsense Knowledge from Pre-trained Language Models via Causal Inference(ACL 2023) 2023-08-28
柳真：Category-Aware Optimal Transport for Incomplete Data Classification(Information Sciences 2023) 2023-08-28
柳真：Temporal-Frequency Co-training for Time Series Semi-supervised Learning(AAAI 2023) 2023-08-28
刘俊龙：Pair-Based Joint Encoding with Relational Graph Convolutional Networks for Emotion-Cause Pair Extraction (EMNLP 2022) 2023-06-17
尚曦辰：Modularized Mutuality Network for Emotion-Cause Pair Extraction (TASLP 2022) 2023-06-17
郑俊豪：Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity Recognition (EMNLP 2022) 2023-06-17
马千里：Adversarial Joint-Learning Recurrent Neural Network for Incomplete Time Series Classification (TPAMI 2022)） 2023-06-17
马千里：Difference-Guided Representation Learning Network for Multivariate Time-Series Classification (TCYB 2022) 2023-06-17

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