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題名:運用深度學習建立中文反諷辨識模型與驗證之研究--以2020總統大選候選人FB粉絲頁文本為例
書刊名:管理資訊計算
作者:吳肇銘莊英讓
作者(外文):Wu, Chao-mingChuang, Ying-rang
出版日期:2022
卷期:11:1
頁次:頁66-80
主題關鍵詞:反諷辨識深度學習情感分析機器學習Irony detectionDeep learningSentiment analysisMachine learning
原始連結:連回原系統網址new window
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  • 被引用次數被引用次數:期刊(0) 博士論文(0) 專書(0) 專書論文(0)
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  • 點閱點閱:4
期刊論文
1.Hochreiter, Sepp、Schmidhuber, Jürgen(1997)。Long Short-term Memory。Neural Computation,9(8),1735-1780。  new window
2.Joshi, A.、Bhattacharyya, P.、Carman, M. J.(2017)。Automatic sarcasm detection: A survey。ACM Computing Surveys,50(5),1-22。  new window
3.陳燕玲(20160300)。「名詞+們」的衍生新詞及反諷色彩。國教新知,63(1),15-23。new window  延伸查詢new window
4.張春榮(20120700)。反諷的綜合運用。國文天地,28(2)=326,63-66。new window  延伸查詢new window
5.Bharti, S. K.、Vachha, B.、Pradhan, R. K.、Babu, K. S.、Jena, S. K.(2016)。Sarcastic sentiment detection in tweets streamed in real time: a big data approach。Digital Communications and Networks,2(3),108-121。  new window
會議論文
1.Mnih, V.、Heess, N.、Graves, A.(2014)。Recurrent models of visual attention。NIPS 2014,2204-2212。  new window
2.Tang, Y. J.、Chen, H.-H.(2014)。Chinese irony corpus construction and ironic structure analysis1269-1278。  new window
3.González-Ibáñez, Roberto、Muresan, Smaranda、Wacholder, Nina(2011)。Identifying sarcasm in Twitter: A closer look。49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies。Association for Computational Linguistics。581-586。  new window
4.Riloff, Ellen、Qadir, Ashequl、Surve, Prafulla、de Silva, Lalindra、Gilbert, Nathan、Huang, Ruihong(2013)。Sarcasm as contrast between a positive sentiment and negative situation。2013 Conference on Empirical Methods in Natural Language Processing。Association for Computational Linguistics。704-714。  new window
5.Carvalho, P.、Sarmento, L.、Silva, M. J.、De Oliveira, E.(2009)。Clues for detecting irony in user-generated contents: oh...!! it's" so easy"53-56。  new window
6.Davidov, D.、Tsur, O.、Rappoport, A.(2010)。Semi-supervised recognition of sarcasm in Twitter and Amazon107-116。  new window
7.Ghosh, A.、Veale, T.(2016)。Fracking sarcasm using neural network161-169。  new window
8.Hernández-Farías, I.、Benedí, J. M.、Rosso, P.(2015)。Applying basic features from sentiment analysis for automatic irony detection337-344。  new window
9.Huang, Y. H.、Huang, H. H.、Chen, H. H.(2017)。Irony detection with attentive recurrent neural networks534-540。  new window
10.Lin, S. K.、Hsieh, S. K.(2016)。Sarcasm detection in chinese using a crowdsourced corpus。ROCLING 2016,299-310。  new window
11.Liu, P.、Chen, W.、Ou, G.、Wang, T.、Yang, D.、Lei, K.(2014)。Sarcasm detection in social media based on imbalanced classification459-471。  new window
12.Lunando, E.、Purwarianti, A.(2013)。Indonesian social media sentiment analysis with sarcasm detection。ICACSIS,195-198。  new window
13.Ptáček, T.、Habernal, I.、Hong, J.(2014)。Sarcasm detection on czech and English twitter213-223。  new window
14.Van Hee, C.、Lefever, E.、Hoste, V.(2018)。Semeval-2018 Task 3: Irony detection in English Tweets。  new window
15.Wallace, B. C.、Kertz, L.、Charniak, E.(2014)。Humans require context to infer ironic intent (so computers probably do, too)512-516。  new window
學位論文
1.林淑鶯(2017)。基於深度學習的中文反諷程度預測(碩士論文)。元智大學。  延伸查詢new window
2.劉靜(2017)。中文反諷Valence-Arousal-Irony語料庫的創建和評估(碩士論文)。元智大學。  延伸查詢new window
單篇論文
1.Bahdanau, D.,Cho, K.,Bengio, Y.(2014)。Neural machine translation by jointly learning to align and translate,https://doi.org/10.48550/arXiv.1409.0473,(1409.0473)。  new window
2.Felbo, B.,Mislove, A.,Søgaard, A.,Rahwan, I.,Lehmann, S.(2017)。Using millions of emoji occurrences to learn any-domain representations for detecting sentiment, emotion and sarcasm(1708.00524)。  new window
3.Khodak, M.,Saunshi, N.,Vodrahalli, K.(2017)。A large self-annotated corpus for sarcasm(1704.05579)。  new window
4.Kolchinski, Y. A.,Potts, C.(2018)。Representing social media users for sarcasm detection(1808.08470)。  new window
5.Oprea, S.,Magdy, W.(2019)。Isarcasm: a dataset of intended sarcasm(1911.03123)。  new window
6.Oraby, S.,Harrison, V.,Reed, L.,Hernandez, E.,Riloff, E.,Walker, M.(2017)。Creating and characterizing a diverse corpus of sarcasm in dialogue(1709.05404)。  new window
7.Tay, Y.,Tuan, L. A.,Hui, S. C.,Su, J.(2018)。Reasoning with sarcasm by reading in-between(1805.02856)。  new window
 
 
 
 
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