研究领域
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1. 自然语言处理
2. 跨学科领域中的数据挖掘和决策推理
3. 物联网边缘计算
论文成果
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Weakly Supervised Neural Symbolic Learning for Cognitive Tasks.Proceedings of the AAAI Conference on Artificial Intelligence.2022
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To What Extent Do Natural Language Understanding Datasets Correlate to Logical Reasoning? A Method for Diagnosing Logical Reasoning.Proceedings of the 29th International Conference on Computational Linguistics.2022
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FusionSum: Abstractive summarization with sentence fusion and cooperative reinforcement learning.Knowledge-Based Systems.2022
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TransMS: Knowledge graph embedding for complex relations by multidirectional semantics.IJCAI International Joint Conference on Artificial Intelligence.2019
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Towards Reasoning Ability in Scene Text Visual Question Answering.ACM International Conference on Multimedia.2021
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De-Confounded Variational Encoder-Decoder for Logical Table-to-Text Generation.Annual Meeting of the Association for Computational Linguistics.2021
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Diagnosing the First-Order Logical Reasoning Ability Through LogicNLI.Conference on Empirical Methods in Natural Language Processing.2021
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End-to-End Conversational Search for Online Shopping with Utterance Transfer.Conference on Empirical Methods in Natural Language Processing.2021