個(gè)人簡(jiǎn)歷:苗國(guó)義,男,,1979年5月生,,博士,,講師,碩士生導(dǎo)師,。中國(guó)中文信息學(xué)會(huì)機(jī)器翻譯專委會(huì)委員,、中國(guó)計(jì)算機(jī)學(xué)會(huì)會(huì)員、河南省人工智能學(xué)會(huì)會(huì)員,。2022年獲北京交通大學(xué)計(jì)算機(jī)科學(xué)與技術(shù)專業(yè)工學(xué)博士學(xué)位,。主持在研河南省科技攻關(guān)項(xiàng)目一項(xiàng),骨干參與國(guó)家自然科學(xué)基金,、科技部重大專項(xiàng),、教育部人文社科以及河南省科技攻關(guān)等項(xiàng)目10余項(xiàng),,發(fā)表人工智能領(lǐng)域?qū)I(yè)論文10余篇。在高校從事計(jì)算機(jī)專業(yè)教學(xué)科研工作20余年,具有豐富的教學(xué)和科研經(jīng)驗(yàn),。
電子郵箱:[email protected]
研究方向:自然語(yǔ)言處理,、大模型與機(jī)器翻譯
科研項(xiàng)目:
[1] 篇章級(jí)神經(jīng)機(jī)器翻譯關(guān)鍵技術(shù)研究,,河南省科技攻關(guān)項(xiàng)目,,在研、主持
[2] 科技部AI2030重大專項(xiàng)-以中文為核心的機(jī)器翻譯研究子課題:資源稀缺及噪聲環(huán)境下的機(jī)器翻譯關(guān)鍵技術(shù)研究(2020AAA0108001),,結(jié)項(xiàng),,參與
[3] 融合謂詞框架和語(yǔ)義知識(shí)的神經(jīng)機(jī)器翻譯研究,國(guó)家自然科學(xué)基金面上項(xiàng)目(61976015),,結(jié)項(xiàng),,參與
[4] 面向資源稀缺語(yǔ)言的實(shí)體挖掘及應(yīng)用研究,國(guó)家自然科學(xué)基金面上項(xiàng)目(61976016),,結(jié)項(xiàng),,參與
[5] 基于語(yǔ)義組合的開放域漢語(yǔ)復(fù)述研究,國(guó)家自然科學(xué)基金面上項(xiàng)目(61876198),,結(jié)項(xiàng),參與
[6] 基于格依存樹到串模型的日漢機(jī)器翻譯研究,,國(guó)家自然科學(xué)基金面上項(xiàng)目(61370130),,結(jié)項(xiàng),參與
[7] 面向機(jī)器翻譯的漢英復(fù)雜句主從對(duì)齊語(yǔ)料自動(dòng)構(gòu)建研究,,教育部人文社科青年項(xiàng)目(22YJCZH091),、在研、第二
[8] 面向智慧園區(qū)的人,、車,、物、事數(shù)據(jù)治理關(guān)鍵技術(shù)研究,,橫向,,10萬(wàn),,在研,主持
代表論文:
[1] 苗國(guó)義, 劉明童, 陳鈺楓, 徐金安, 張玉潔, 馮文賀. 融合小句對(duì)齊知識(shí)的漢英神經(jīng)機(jī)器翻譯[J]. 北京大學(xué)學(xué)報(bào)(自然科學(xué)版), 2022, 58(1): 61-68. (EI檢索)
[2] Guoyi Miao, Yufeng Chen, Jian Liu, Jinan Xu, Yujie Zhang and Wenhe Feng. Modeling Hypotactic Structure for Chinese- English Neural Machine Translation of Complex Sentences[J]. Journal of Intelligent & Fuzzy Systems, 2021, 41(6): 7015-7029. (SCI檢索)
[3] Guoyi Miao, Yufeng Chen, Mingtong Liu, Jinan Xu, Yujie Zhang and Wenhe Feng. Exploring Hypotactic Structure for Chinese-English Machine Translation with A Structure-Aware Encoder-Decoder Neural Model[J]. IEICE Transactions on Information and Systems, 2022, E105-D(4): 797-806. (SCI檢索)
[4] Guoyi Miao, Hui Di, Jinan Xu, Zhongcheng Yang, Yufeng Chen, and Kazushige Ouchi. Improved Quality Estimation of Machine Translation with Pre-trained Language Representation[C]. NLPCC, Springer, Cham, 2019: 406-417. (EI檢索)
[5] Guoyi Miao, Hui Di, Jinan Xu, Zhongcheng Yang, Yufeng Chen, and Kazushige Ouchi. Improving Quality Estimation of Machine Translation by Using Pre-trained Language Representation[C]. CCMT, Springer, Singapore, 2019: 11-22. (EI檢索)
[6] Guoyi Miao, Jinan Xu, Yancui Li, Shaotong Li, Yufeng Chen. An unknown word processing method in NMT by integrating syntactic structure and semantic concept[C]. CCMT, Springer, Singapore, 2017: 43-54. (EI檢索)
[7] Fangxu Liu, Jinan Xu, Guoyi Miao, Yufeng Chen, Yujie Zhang. Improving Performance of NMT Using Semantic Concept of WordNet Synset[C]. CCMT, Springer, Singapore, 2018: 39-51. (EI檢索)
[8] Yanna Zhang, Jinan Xu, Guoyi Miao, Yufeng Chen, Yujie Zhang. Addressing Domain Adaptation for Chinese Word Segmentation with Instances-Based Transfer Learning[C]. CCL, Springer, Cham, 2018: 24-36. (EI檢索)
[9] Shaotong Li, Jinan Xu, Guoyi Miao, Yujie Zhang, Yufeng Chen. A semantic concept based unknown words processing method in neural machine translation[C]. NLPCC, Springer, Cham, 2017: 233-242. (EI檢索)