| 期刊論文| 1. | LeCun, Yann、Bengio, Yoshua、Hinton, Geoffrey(2015)。Deep learning。Nature，521(7553)，436-444。   | | 2. | Hornik, Kurt(1991)。Approximation Capabilities of Multilayer Feedforward Networks。Neural Networks，4(2)，251-257。 | | 3. | Bengio, Y.、Ducharme, R.、Vincent, P.、Jauvin, C.(2003)。A neural probabilistic language model。The Journal of Machine Learning Research，3，1137-1155。 | | 4. | Binsted, K.、Bergen, B.、Coulson, S.、Nijholt, A.、Stock, O.、Strapparava, C.、Ritchie, G.、Manurung, R.、Pain, H.、Waller, A.、O'Mara, D.(2006)。Computational humor。IEEE Intelligent Systems，21(2)，59-69。 | | 5. | Prendinger, H.、Ishizuka, M.(2005)。The empathic companion: A character-based interface that addresses users' affective states。Applied Artificial Intelligence: An International Journal，19(3/4)，267-285。 | | 6. | Hochreiter, Sepp、Schmidhuber, Jürgen(1997)。Long Short-term Memory。Neural Computation，9(8)，1735-1780。 | | 7. | Partala, T.、Surakka, V.(2004)。The effects of affective interventions in human computer interaction。Interacting with Computers，16(2)，295-309。 | 會議論文| 1. | Mikolov, T.、Sutskever, I.、Chen, K.、Corrado, G. S.、Dean, J.(2013)。Distributed representations of words and phrases and their compositionality。The 26th international conference on neural information processing systems。Neural Information Processing Systems Foundation。3111-3119。 | | 2. | Sutskever, I.、Vinyals, O.、Le, Q. V.(2014)。Sequence to Sequence Learning with Neural Networks。The 27th International Conference on Neural Information Processing Systems。Neural Information Processing Systems Foundation。3104-3112。 | | 3. | Zhou, H.、Huang, M.、Zhang, T.、Zhu, X.、Liu, B.(2018)。Emotional chatting machine: emotional conversation generation with internal and external memory。The 32nd AAAI Conference on Artificial Intelligence。Association for the Advancement of Artificial Intelligence。 | | 4. | Binsted, K.(1995)。Using humour to make natural language interfaces more friendly。The Workshop on AI/A life and Entertainment, International Joint Conference on Artificial Intelligence。Montreal。 | | 5. | Cagan, T.、Frank, S. L.、Tsarfaty, R.(2017)。Data-driven broad-coverage grammars for opinionated natural language generation (ONLG)。The 55th annual meeting of the Association for Computational Linguistics。Association for Computational Linguistics。1331-1341。 | | 6. | Ghosh, S.、Chollet, M.、Laksana, E.、Morency, L.-P.、Scherer, S.(2017)。Affect-LM: A neural language model for customizable affective text generation。The 55th annual meeting of the Association for Computational Linguistics。Association for Computational Linguistics。634-642。 | | 7. | Hu, Z.、Yang, Z.、Liang, X.、Salakhutdinov, R.、Xing, E. P.(2017)。Toward controlled generation of text。The 34th international conference on machine learning。ML Research Press。1587-1596。 | | 8. | Vaswani, A.、Shazeer, N.、Parmar, N.、Uszkoreit, J.、Jones, L.、Gomez, A. N.、Kaiser, Ł.、Polosukhin, I.(2017)。Attention is all you need。The 30th international conference on neural information processing systems。Neural Information Processing Systems Foundation。6000-6010。 | | 9. | Zhang, Y.、Huang, M.(2019)。Overview of the NTCIR-14 short text generation subtask: Emotion generation challenge。14th NTCIR Conference on Evaluation of Information Access Technologies。Tokyo。 | | 10. | Krizhevsky, Alex、Sutskever, I.、Hinton, G. E.(2012)。ImageNet Classification with Deep Convolutional Neural Networks。The 25th International Conference on Neural Information Processing Systems。Curran Associates Inc.。1097-1105。 | 圖書| 1. | Minsky, M.、Papert, S. A.(1969)。Perceptrons: An Introduction to Computational Geometry。MIT Press。 | | 2. | Rumelhart, D. E.、McClelland, J. L.(1986)。Parallel distributed processing: explorations in the microstructure of cognition, vol. 1: foundations。MIT Press。 | 單篇論文| 1. | Devlin, Jacob，Chang, Ming-Wei，Lee, Kenton，Toutanova, Kristina(2018)。BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding，https://doi.org/10.48550/arXiv.1810.04805，(1810.04805)。 | | 2. | Radford, Alec，Narasimhan, Karthik，Salimans, Tim，Sutskever, Ilya(2018)。Improving language understanding by generative pre-training，https://cdn.openai.com/research-covers/language-unsupervised/language_understanding_paper.pdf。 | | 3. | Brown, T. B.，Mann, B.，Ryder, N.，Subbiah, M.，Kaplan, J.，Dhariwal, P.，Neelakantan, A.，Shyam, P.，Sastry, G.，Askell, A.，Agarwal, S.，Herbert-Voss, A.，Krueger, G.，Henighan, T.，Child, R.，Ramesh, A.，Ziegler, D. M.，Wu, J.，Winter, C.，Amodei, D.(2020)。Language models are few-shot learners，https://arxiv.org/abs/2005.14165，(2005.14165)。 | | 4. | Radford, A.，Wu, J.，Child, R.，Luan, D.，Amodei, D.，Sutskever, I.(2019)。Language models are unsupervised multitask learners，https://d4mucfpksywv.cloudfront.net/better-language-models/language_models_are_unsupervised_multitask_learners.pdf。 | 其他| 1. | Du, Z.，Cheng, H.，Chiu, H.，Yida(2019)。GPT2-Chinese: Tools for training GPT2 model in Chinese language，https://github.com/Morizeyao/GPT2-Chinese。 | 圖書論文| 1. | Skowron, M.(2010)。Affect listeners: Acquisition of affective states by means of conversational systems。Development of multimodal interfaces: Active listening and synchrony。Springer。 | |