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Kyunghyun Cho

Assistant Professor of Computer Science and Data Science

    20102020

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    Conference contribution
    2020

    A stable and effective learning strategy for trainable greedy decoding

    Chen, Y., Li, V. O. K., Cho, K. & Bowman, S. R., Jan 1 2020, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 380-390 11 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Attention-based CNN for KL Grade Classification: Data from the Osteoarthritis Initiative

    Zhang, B., Tan, J., Cho, K., Chang, G. & Deniz, C. M., Apr 2020, ISBI 2020 - 2020 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 731-735 5 p. 9098456. (Proceedings - International Symposium on Biomedical Imaging; vol. 2020-April).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Conditional word embedding and hypothesis testing via bayes-by-backprop

    Han, R., Spirling, A., Gill, M. & Cho, K., Jan 1 2020, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 4890-4895 6 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Countering language drift via visual grounding

    Lee, J., Cho, K. & Kiela, D., Jan 1 2020, EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics, p. 4385-4395 11 p. (EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Deterministic non-autoregressive neural sequence modeling by iterative refinement

    Lee, J., Mansimov, E. & Cho, K., Jan 1 2020, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 1173-1182 10 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Dialogue natural language inference

    Welleck, S., Weston, J., Szlam, A. & Cho, K., Jan 1 2020, ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 3731-3741 11 p. (ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Dynamic meta-embeddings for improved sentence representations

    Kiela, D., Wang, C. & Cho, K., Jan 1 2020, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 1466-1477 12 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Emergent linguistic phenomena in multi-agent communication games

    Graesser, L., Cho, K. & Kiela, D., Jan 1 2020, EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics, p. 3700-3710 11 p. (EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Finding generalizable evidence by learning to convince Q&A models

    Perez, E., Karamcheti, S., Fergus, R., Weston, J., Kiela, D. & Cho, K., Jan 1 2020, EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics, p. 2402-2411 10 p. (EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Generating diverse translations with sentence codes

    Shu, R., Nakayama, H. & Cho, K., Jan 1 2020, ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 1823-1827 5 p. (ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Grammar induction with neural language models: An unusual replication

    Htut, P. M., Cho, K. & Bowman, S. R., Jan 1 2020, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 4998-5003 6 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Improved zero-shot neural machine translation via ignoring spurious correlations

    Gu, J., Wang, Y., Cho, K. & Li, V. O. K., Jan 1 2020, ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 1258-1268 11 p. (ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Meta-learning for low-resource neural machine translation

    Gu, J., Wang, Y., Chen, Y., Cho, K. & Li, V. O. K., Jan 1 2020, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 3622-3631 10 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Multi-lingual common semantic space construction via cluster-consistent word embedding

    Huang, L., Cho, K., Zhang, B., Ji, H. & Knight, K., Jan 1 2020, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 250-260 11 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Semi-supervised learning for predicting total knee replacement with unsupervised data augmentation

    Tan, J., Zhang, B., Cho, K., Chang, G. & Deniz, C. M., Jan 1 2020, Medical Imaging 2020: Computer-Aided Diagnosis. Hahn, H. K. & Mazurowski, M. A. (eds.). SPIE, 113140P. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11314).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Towards realistic practices in low-resource natural language processing: The development set

    Kann, K., Cho, K. & Bowman, S. R., Jan 1 2020, EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics, p. 3342-3349 8 p. (EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2019

    Attention-based mixture density recurrent networks for history-based recommendation

    Wang, T., Cho, K. & Wen, M., Aug 5 2019, 1st International Workshop on Deep Learning Practice for High-Dimensional Sparse Data: Bridging Theory and Practice, DLP 2019 with KDD 2019. Association for Computing Machinery, 3341254. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access

    Globally-Aware Multiple Instance Classifier for Breast Cancer Screening

    Shen, Y., Wu, N., Phang, J., Park, J., Kim, G., Moy, L., Cho, K. & Geras, K. J., Jan 1 2019, Machine Learning in Medical Imaging - 10th International Workshop, MLMI 2019, Held in Conjunction with MICCAI 2019, Proceedings. Suk, H-I., Liu, M., Lian, C. & Yan, P. (eds.). Springer, p. 18-26 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11861 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Non-monotonic sequential text generation

    Welleck, S., Brantley, K., Daumé, H. & Cho, K., Jan 1 2019, 36th International Conference on Machine Learning, ICML 2019. International Machine Learning Society (IMLS), p. 11656-11676 21 p. (36th International Conference on Machine Learning, ICML 2019; vol. 2019-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Retrieval-augmented convolutional neural networks against adversarial examples

    Zhao, J. J. & Cho, K., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society, p. 11555-11563 9 p. 8953314. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Sequential graph dependency parser

    Welleck, S. & Cho, K., Jan 1 2019, International Conference on Recent Advances in Natural Language Processing in a Deep Learning World, RANLP 2019 - Proceedings. Angelova, G., Mitkov, R., Nikolova, I., Temnikova, I. & Temnikova, I. (eds.). Incoma Ltd, p. 1338-1345 8 p. (International Conference Recent Advances in Natural Language Processing, RANLP; vol. 2019-September).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    2018

    A comparison of audio signal preprocessing methods for deep neural networks on music tagging

    Choi, K., Fazekas, G., Sandler, M. & Cho, K., Nov 29 2018, 2018 26th European Signal Processing Conference, EUSIPCO 2018. European Signal Processing Conference, EUSIPCO, p. 1870-1874 5 p. 8553106. (European Signal Processing Conference; vol. 2018-September).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Breast density classification with deep convolutional neural networks

    Wu, N., Geras, K. J., Shen, Y., Su, J., Kim, S. G., Kim, E., Wolfson, S., Moy, L. & Cho, K., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6682-6686 5 p. 8462671. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2018-April).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Letting a neural network decide which machine translation system to use for black-box fuzzy-match repair

    Ortega, J. E., Lu, W., Meyers, A. & Cho, K., Jan 1 2018, EAMT 2018 - Proceedings of the 21st Annual Conference of the European Association for Machine Translation. Perez-Ortiz, J. A., Sanchez-Martinez, F., Espla-Gomis, M., Popovic, M., Rico, C., Martins, A., Van den Bogaert, J. & Forcada, M. L. (eds.). European Association for Machine Translation, p. 209-218 10 p. (EAMT 2018 - Proceedings of the 21st Annual Conference of the European Association for Machine Translation).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Search engine guided neural machine translation

    Gu, J., Wang, Y., Cho, K. & Li, V. O. K., Jan 1 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 5133-5140 8 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    The NYU system for the CoNLL–SIGMORPHON 2018 shared task on universal morphological reinflection

    Kann, K., Lauly, S. & Cho, K., Jan 1 2018, CoNLL 2018 - Proceedings of the CoNLL-SIGMORPHON 2018 Shared Task: Universal Morphological Reinflection. Association for Computational Linguistics (ACL), p. 58-63 6 p. (CoNLL 2018 - Proceedings of the CoNLL-SIGMORPHON 2018 Shared Task: Universal Morphological Reinflection).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Zero-shot transfer learning for event extraction

    Huang, L., Ji, H., Cho, K., Dagan, I., Riedel, S. & Voss, C. R., Jan 1 2018, ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Association for Computational Linguistics (ACL), p. 2160-2170 11 p. (ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers); vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2017

    Convolutional recurrent neural networks for music classification

    Choi, K., Fazekas, G., Sandler, M. & Cho, K., Jun 16 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2392-2396 5 p. 7952585. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Learning to parse and translate improves neural machine translation

    Eriguchi, A., Tsuruoka, Y. & Cho, K., Jan 1 2017, ACL 2017 - 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Short Papers). Association for Computational Linguistics (ACL), p. 72-78 7 p. (ACL 2017 - 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers); vol. 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Learning to translate in real-time with neural machine translation

    Gu, J., Neubig, G., Cho, K. & Li, V. O. K., Jan 1 2017, Long Papers - Continued. Association for Computational Linguistics (ACL), p. 1053-1062 10 p. (15th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2017 - Proceedings of Conference; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Nematus: A toolkit for neural machine translation

    Sennrich, R., Firat, O., Cho, K., Birch, A., Haddow, B., Hitschler, J., Junczys-Dowmunt, M., Läubli, S., Barone, A. V. M., Mokry, J. & Nǎdejde, M., Jan 1 2017, 15th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2017 - Proceedings of the Software Demonstrations. Penas, A. & Martins, A. (eds.). Association for Computational Linguistics (ACL), p. 65-68 4 p. (15th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2017 - Proceedings of the Software Demonstrations).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access

    Task-oriented query reformulation with reinforcement learning

    Nogueira, R. & Cho, K., Jan 1 2017, EMNLP 2017 - Conference on Empirical Methods in Natural Language Processing, Proceedings. Association for Computational Linguistics (ACL), p. 574-583 10 p. (EMNLP 2017 - Conference on Empirical Methods in Natural Language Processing, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Trainable greedy decoding for neural machine translation

    Gu, J., Cho, K. & Li, V. O. K., Jan 1 2017, EMNLP 2017 - Conference on Empirical Methods in Natural Language Processing, Proceedings. Association for Computational Linguistics (ACL), p. 1968-1978 11 p. (EMNLP 2017 - Conference on Empirical Methods in Natural Language Processing, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Trainable greedy decoding for neural machine translation

    Gu, J., Cho, K. & Li, V. O. K., Jan 1 2017, EMNLP 2017 - Conference on Empirical Methods in Natural Language Processing, Proceedings. Association for Computational Linguistics (ACL), p. 1968-1978 11 p. (EMNLP 2017 - Conference on Empirical Methods in Natural Language Processing, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Trainable greedy decoding for neural machine translation

    Gu, J., Cho, K. & Li, V. O. K., Jan 1 2017, EMNLP 2017 - Conference on Empirical Methods in Natural Language Processing, Proceedings. Association for Computational Linguistics (ACL), p. 1968-1978 11 p. (EMNLP 2017 - Conference on Empirical Methods in Natural Language Processing, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Transfer learning for music classification and regression tasks

    Choi, K., Fazekas, G., Sandler, M. & Cho, K., Jan 1 2017, Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017. Cunningham, S. J., Duan, Z., Hu, X. & Turnbull, D. (eds.). International Society for Music Information Retrieval, p. 141-149 9 p. (Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2016

    A character-level decoder without explicit segmentation for neural machine translation

    Chung, J., Cho, K. & Bengio, Y., Jan 1 2016, 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Long Papers. Association for Computational Linguistics (ACL), p. 1693-1703 11 p. (54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Long Papers; vol. 3).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access

    A correlational encoder decoder architecture for pivot based sequence generation

    Saha, A., Khapra, M. M., Chandar, S., Rajendran, J. & Cho, K., Jan 1 2016, COLING 2016 - 26th International Conference on Computational Linguistics, Proceedings of COLING 2016: Technical Papers. Association for Computational Linguistics, ACL Anthology, p. 109-118 10 p. (COLING 2016 - 26th International Conference on Computational Linguistics, Proceedings of COLING 2016: Technical Papers).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Gated word-character recurrent language model

    Miyamoto, Y. & Cho, K., Jan 1 2016, EMNLP 2016 - Conference on Empirical Methods in Natural Language Processing, Proceedings. Association for Computational Linguistics (ACL), p. 1992-1997 6 p. (EMNLP 2016 - Conference on Empirical Methods in Natural Language Processing, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Joint event extraction via recurrent neural networks

    Nguyen, T. H., Cho, K. & Grishman, R., Jan 1 2016, 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2016 - Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 300-309 10 p. (2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2016 - Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Larger-context language modelling with recurrent neural network

    Wang, T. & Cho, K., Jan 1 2016, 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Long Papers. Association for Computational Linguistics (ACL), p. 1319-1329 11 p. (54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Long Papers; vol. 3).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Learning distributed representations of sentences from unlabelled data

    Hill, F., Cho, K. & Korhonen, A., Jan 1 2016, 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2016 - Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 1367-1377 11 p. (2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2016 - Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Multimodal fusion of brain structural and functional imaging with a deep neural machine translation approach

    Amin, M. F., Plis, S. M., Damaraju, E., Hjelm, D., Cho, K. & Calhoun, V. D., Apr 25 2016, 2016 IEEE Southwest Symposium on Image Analysis and Interpretation, SSIAI 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1-4 4 p. 7459160. (Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation; vol. 2016-April).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Multi-way, multilingual neural machine translation with a shared attention mechanism

    Firat, O., Cho, K. & Bengio, Y., Jan 1 2016, 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2016 - Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 866-875 10 p. (2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2016 - Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    ReSeg: A Recurrent Neural Network-Based Model for Semantic Segmentation

    Visin, F., Romero, A., Cho, K., Matteucci, M., Ciccone, M., Kastner, K., Bengio, Y. & Courville, A., Dec 16 2016, Proceedings - 29th IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2016. IEEE Computer Society, p. 426-433 8 p. 7789550. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Zero-resource translation with multi-lingual neural machine translation

    Firat, O., Sankaran, B., Al-Onaizan, Y., Yarman Vural, F. T. & Cho, K., Jan 1 2016, EMNLP 2016 - Conference on Empirical Methods in Natural Language Processing, Proceedings. Association for Computational Linguistics (ACL), p. 268-277 10 p. (EMNLP 2016 - Conference on Empirical Methods in Natural Language Processing, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2015

    Describing videos by exploiting temporal structure

    Yao, L., Torabi, A., Cho, K., Ballas, N., Pal, C., Larochelle, H. & Courville, A., Feb 17 2015, 2015 International Conference on Computer Vision, ICCV 2015. Institute of Electrical and Electronics Engineers Inc., p. 4507-4515 9 p. 7410869. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2015 International Conference on Computer Vision, ICCV 2015).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Gated feedback recurrent neural networks

    Chung, J., Gulcehre, C., Cho, K. & Bengio, Y., Jan 1 2015, 32nd International Conference on Machine Learning, ICML 2015. Bach, F. & Blei, D. (eds.). International Machine Learning Society (IMLS), p. 2067-2075 9 p. (32nd International Conference on Machine Learning, ICML 2015; vol. 3).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    How to pretrain deep Boltzmann machines in two stages

    Cho, K., Raiko, T., Ilin, A. & Karhunen, J., Jan 1 2015, Artificial Neural Networks - Methods and Applications in Bio-/Neuroinformatics. Springer Verlag, p. 201-219 19 p. (Artificial Neural Networks - Methods and Applications in Bio-/Neuroinformatics).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Learning distributed representations from reviews for collaborative filtering

    Almahairi, A., Kastner, K., Cho, K. & Courville, A., Sep 16 2015, RecSys 2015 - Proceedings of the 9th ACM Conference on Recommender Systems. Association for Computing Machinery, Inc, p. 147-154 8 p. (RecSys 2015 - Proceedings of the 9th ACM Conference on Recommender Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution