陈毅东,博士,厦门大学信息学院人工智能系副教授,主要的研究方向是人工智能,自然语言处理,特别是机器翻译、手语翻译、智能问答、情感分析。 先后主持国家自然科学基金项目3项,国家863计划重点课题子课题1项,教育部-中国移动科研基金项目1项以及其他省部级和企业委托横向课题二十余项。 2005年获福建省科学技术三等奖1项(排名第四);2012年获福建省自然科学优秀学术论文二等奖1项;2016年获钱伟长中文信息处理科学技术奖一等奖1项(排名第二);2018年获西藏自治区科技进步一等奖1项(排名第四)。 先后在《ieee trans. on neural networks and learning systems》等期刊和aaai、emnlp、coling等国际学术会议发表科研论文40余篇,授权国家发明专利1项。
biao fu, peigen ye, liang zhang, pei yu, cong hu, xiaodong shi, yidong chen*. a token-level contrastive framework for sign language translation. in proc. of icassp 2023, accepted. (ccf b类)
liang zhang, jinsong su*, zijun min, zhongjian miao, qingguo hu, biao fu, xiaodong shi, yidong chen*. exploring self-distillation based relational reasoning training for document-level relation extraction. in proc. of aaai 2023, accepted. (ccf a类)
zeyang zhang, yidong chen*, changle zhou. self-growing binary activation network: a novel deep learning model with dynamic architecture. ieee transactions on neural networks and learning systems, accepted. (ccf b类)
liang zhang, jinsong su, yidong chen*, zhongjian miao, zijun min, qingguo hu, xiaodong shi. towards better document-level relation extraction via iterative inference. in proc. of emnlp 2022, pp. 8306-8317. (ccf b类)
zhongjian miao, xiang li, liyan kang, wen zhang, chulun zhou, yidong chen*, binwang, min zhang, jinsong su*. towards robust neural machine translation with iterative scheduled data-switch training. in proc. of coling 2022, pp. 5266-5277. (ccf b类)
jiangbin zheng, yidong chen*, chong wu, xiaodong shi, suhail muhammad kamal. enhancing neural sign language translation by highlighting the facial expression information. neurocomputing, 2021, 464: 462-472. (ccf c类)
biao fu, yiqi tong, dawei tian, yidong chen*, xiaodong shi, ming zhu. ctrd: a chinese theme-rheme discourse dataset. in proc. of nlpcc 2021, pp. 65-76. (ccf c类)
yidong chen*, enjun zhong, yiqi tong, yanru qiu, xiaodong shi. a document-level machine translation quality estimation model based on centering theory. in proc. of ccmt 2021, pp. 1-15.
yiqi tong, yidong chen*, guocheng zhang, jiangbin zheng, hongkang zhu, xiaodong shi. generating diverse back-translations via constraint random decoding. in proc. of ccmt 2021, pp. 92-104.
yiqi tong, yidong chen*, xiaodong shi. a multi-task approach for improving biomedical named entity recognition by incorporating multi-granularity information. in findings of acl-ijcnlp 2021, pp. 4804-4813.
yiqi tong, jiangbin zheng, hongkang zhu, yidong chen*, xiaodong shi. a document-level neural machine translation model with dynamic caching guided by theme-rheme information. in proc. of coling 2020, pp. 4385-4395. (ccf b类)
jiangbin zheng, zheng zhao, min chen, jing chen, chong wu, yidong chen*, xiaodong shi, yiqi tong. an improved sign language translation model with explainable adaptations for processing long sign sentences. computational intelligence and neuroscience, 2020: 1-11.
yu wan, yidong chen*, xiaodong shi, changle zhou. constructing and validating word similarity datasets by integrating methods from psychology, brain science and computational linguistics. soft computing, 2018, 22(21): 6967-6979. (ccf c类)
jinsong su, zhenqiao song, yaojie lu, mu xu, changxing wu, yidong chen*. exploring implicit semantic constraints for bilingual word embeddings. neural processing letters, 2017, 48(2): 1073-1088. (ccf c类)
yidong chen, yu wan, xiaodong shi, suxia xu*. deriving probabilistic semantic frames from hownet. in proc. of clsw 2017, pp. 303-314.
yidong chen*, zhehuang huang, xiaodong shi. an snn-based semantic role labeling model with its network parameters optimized using an improved pso algorithm. neural processing letters, 2016, 44(1): 245-263. (ccf c类)