| 期刊論文1. | Wang, Hsin-min、Chen, Berlin、Kuo, Jen-wei、Cheng, Shih-sian(20050600)。MATBN: A Mandarin Chinese Broadcast News Corpus。International Journal of Computational Linguistics & Chinese Language Processing,10(2),219-235。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 2. | Bengio, Y.、Ducharme, R.、Vincent, P.、Jauvin, C.(2003)。A neural probabilistic language model。Journal of Machine Learning Research,3(6),1137-1155。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 3. | Bojanowski, P.、Grave, E.、Joulin, A.、Mikolov, T.(2017)。Enriching Word Vectors with Subword Information。Proceedings of TACL,5,135-146。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 4. | Paszke, A.、Gross, S.、Massa, F.、Lerer, A.、Bradbury, J.、Chanan, G.、Chintala, S.(2019)。PyTorch: An Imperative Style, High-Performance Deep Learning Library。Advances in Neural Information Processing Systems,32,8024-8035。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 5. | Reddy, S.、Chen, D.、Manning, C. D.(2019)。Coqa: A Conversational Question Answering Challenge。Proceedings of TACL,7,249-266。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 會議論文1. | Povey, D.、Cheng, G.、Wang, Y.、Li, K.、Xu, H.、Yarmohamadi, M.、Khudanpur, S.(2018)。Semi-orthogonal low-rank matrix factorization for deep neural networks。19th Annual Conference of the International Speech Communication Association,3743-3747。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 2. | Veselý, K.、Ghoshal, A.、Burget, L.、Povey, D.(2013)。Sequence-discriminative training of deep neural networks。Interspeech 2013,2345-2349。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 3. | Van Heerden, C.、Karakos, D.、Narasimhan, K.、Davel, M.、Schwartz, R.(2017)。Constructing Sub-word Units for Spoken Term Detection。ICASSP 2017,5780-5784。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 4. | Karras, T.、Laine, S.、Aila, T.(2019)。A Style-based Generator Architecture for Generative Adversarial Networks。CVPR 2019,(會議日期: 15-20 June 2019),4401-4410。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 5. | Kingma, D. P.、Dhariwal, P.(2018)。Glow: Generative Flow with Invertible 1x1 Convolutions。NIPS 2018,10215-10224。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 6. | Lee, C.-H.、Chen, Y.-N.、Lee, H.-Y.(2019)。Mitigating the Impact of Speech Recognition Errors on Spoken Question Answering by Adversarial Domain Adaptation。ICASSP 2019,7300-7304。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 7. | Povey, D.、Ghoshal, A.、Boulianne, G.、Burget, L.、Glembek, O.、Goel, N.、Veselý, K.(2011)。The Kaldi Speech Recognition Toolkit。ASRU 2011。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 8. | Povey, D.、Peddinti, V.、Galvez, D.、Ghahremani, P.、Manohar, V.、Na, X.、Wang, Y.、Khudanpur, S.(2016)。Purely Sequence-trained Neural Networks for ASR Based on Lattice-free MMI。INTERSPEECH 2016,2751-2755。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 9. | Rajpurkar, P.、Zhang, J.、Lopyrev, K.、Liang, P.(2016)。SQuAD: 100,000+ Questions for Machine Comprehension of Text。2016 Conference on Empirical Methods in Natural Language Processing,2383-2302。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 10. | Shiang, S.-R.、Lee, H.-Y.、Lee, L.-S.(2014)。Spoken Question Answering Using Tree-structured Conditional Random Fields and Two-layer Random Walk。ISCA 2014,263-267。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 11. | Tang, M.、Cai, J.、Zhuo, H. H.(2019)。Multi-Matching Network for Multiple Choice Reading Comprehension。AAAI 2019。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 12. | Vaswani, Ashish、Shazeer, Noam、Parmar, Niki、Uszkoreit, Jakob、Jones, Llion、Gomez, Aidan N.、Kaiser, Lukasz、Polosukhin, I.(2017)。Attention is All You Need。The 31st International Conference on Neural Information Processing Systems,(會議日期: December 4-9, 2017)。Long Beach。5998-6008。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 13. | Wang, W.、Shen, J.、Guo, F.、Cheng, M.-M.、Borji, A.(2018)。Revisiting Video Saliency: A Large-Scale Benchmark and a New Model。CVPR 2018,4894-4903。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 14. | Pennington, Jeffrey、Socher, Richard、Manning, Christopher D.(2014)。GloVe: Global Vectors for Word Representation。The 2014 Conference on Empirical Methods in Natural Language Processing,(會議日期: 2014/10/25-10/29),1532-1543。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 15. | He, Kaiming、Zhang, Xiangyu、Ren, Shaoqing、Sun, Jian(2016)。Deep residual learning for image recognition。2016 IEEE Conference on Computer Vision and Pattern Recognition。IEEE。770-778。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 學位論文1. | Szőke, I.(2010)。Hybrid word-subword spoken term detection(博士論文)。Brno University of Technology,Brno。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 單篇論文1. | Ba, J. L.,Kiros, J. R.,Hinton, G. E.(2016)。Layer normalization(1607.06450)。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 2. | Shao, C. C.,Liu, T.,Lai, Y.,Tseng, Y.,Tsai, S.(2018)。DRCD: a Chinese Machine Reading Comprehension Dataset(1806.00920)。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 3. | Yu, A. W.,Dohan, D.,Luong, M.-T.,Zhao, R.,Chen, K.,Norouzi, M.,Le, Q. V.(2018)。QANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension(1804.09541)。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 4. | Choi, E.,He, H.,Iyyer, M.,Yatskar, M.,Yih, W.-T.,Choi, Y.,Zettlemoyer, L.(2018)。QuAC: Question Answering in Context(1808.07036)。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 5. | Devlin, Jacob,Chang, Ming-Wei,Lee, Kenton,Toutanova, Kristina(2018)。BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding,https://arxiv.org/pdf/1810.04805v1,(1810.04805)。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 6. | Kingma, D. P.,Ba, Jimmy Lei(2014)。Adam: A Method for Stochastic Optimization(1412.6980)。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 7. | Lai, G.,Xie, Q.,Liu, H.,Yang, Y.,Hovy, E.(2017)。RACE: Large-scale Reading Comprehension Dataset From Examinations(1704.04683)。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 8. | Liu, T.-C.,Wu, Y.-H.,Lee, H.-Y.(2017)。Query-based Attention CNN for Text Similarity Map(1709.05036)。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 9. | Mikolov, T.,Chen, K.,Corrado, G.,Dean, J.(2013)。Efficient Estimation of Word Representations in Vector Space,https://arxiv.org/abs/1301.3781v3,(1301.3781)。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 10. | Ran, Q.,Li, P.,Hu, W.,Zhou, J.(2019)。Option Comparison Network for Multiple-choice Reading Comprehension(1903.03033)。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 11. | Yang, Zhilin,Dai, Zihang,Yang, Yiming,Carbonell, Jaime,Salakhutdinov, Ruslan,Le, Quoc V.(2019)。XLNet: Generalized Autoregressive Pretraining for Language Understanding,http://arxiv.org/abs/1906.08237,(1906.08237)。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 12. | Yu, F.,Seff, A.,Zhang, Y.,Song, S.,Funkhouser, T.,Xiao, J.(2015)。LSUN: Construction of a Large-scale Image Dataset Using Deep Learning with Humans in the Loop(1506.03365)。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 13. | Zhang, S.,Zhao, H.,Wu, Y.,Zhang, Z.,Zhou, X.,Zhou, X.(2019)。Dual Co-Matching Network for Multi-choice Reading Comprehension(1901.09381)。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | |