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| About 2,720 results [1511.06114] Multi-task Sequence to Sequence Learning - arXivhttps://arxiv.org/abs/1511.06114 Nov 19, 2015 ... Quoc V. Le · Ilya Sutskever · Oriol Vinyals · Lukasz Kaiser ... learning. To date, most of its applications focused on only one task and not much work explored this ... This paper examines three multi-task learning (MTL) settings for sequence to sequence models: (a) the ... From: Minh-Thang Luong [view email] [PDF] multi-task sequence to sequence learning - Stanford NLP Grouphttps://nlp.stanford.edu/pubs/luong2016iclr_multi.pdf Minh-Thang Luong∗, Quoc V. Le, Ilya Sutskever, Oriol Vinyals, Lukasz Kaiser. Google Brain lmthang@stanford.edu,{qvl,ilyasu,vinyals,lukaszkaiser}@google. com ... multi-task learning (MTL) settings for sequence to sequence models: (a) the ... Multi-task Sequence to Sequence Learning - Semantic Scholarhttps://www.semanticscholar.org/.../Multi-task-Sequence-to-Sequence- Sequence to sequence learning has recently emerged as a new paradigm in supervised learning. To date, most of its applications focused on only one task and ... Ilya Sutskeverhttps://www.cs.toronto.edu/~ilya/pubs/ NIPS talk on Sequence to Sequence learning with Neural Networks, December 2014 [video]. Talk at the ... Multi-task Sequence to Sequence Learning Thang Luong, Quoc Le, Ilya Sutskever, Oriol Vinyals, and Lukasz Kaiser, ICLR 2016 [pdf ] [PDF] Identifying beneficial task relations for multi-task learning in deep ...https://www.aclweb.org/anthology/E/E17/E17-2026.pdf Multi-task learning (MTL) in deep neural networks for NLP has ... of sequence labeling with deep recurrent neural networks. We follow ..... Minh-Thang Luong, Quoc V Le, Ilya Sutskever, Oriol. Vinyals, and Lukasz Kaiser. 2016. Multi-task se-. Implementation of "Multi-task Sequence to Sequence Learning ...https://tensortalk.com/.../tensorflowtensorflow-implementation-of-multi-task- May 4, 2016 ... ... Implementation of "Multi-task Sequence to Sequence Learning - Minh-Thang Luong, Quoc V. Le, Ilya Sutskever, Oriol Vinyals, Lukasz Kaiser". Machine Translation: 12th China Workshop, CWMT 2016, Urumqi, ... - Google Books Resulthttps://books.google.com/books?isbn=9811036357 Muyun Yang, Shujie Liu - 2017 - Computers (2012) Sutskever, I., Vinyals, O., Le, Q.V.: Sequence to sequence learning with ... 2014a Luong, M.-T., Le, Q.V., Sutskever, I., Vinyals, O., Kaiser, L.: Multi-task ... [PDF] unsupervised pretraining for sequence to sequence learninghttps://openreview.net/pdf?id=H1Gq5Q9el Sequence to sequence (seq2seq) models (Sutskever et al., 2014; Cho et al., ..... Various forms of transfer or multitask learning with seq2seq framework also .... Minh-Thang Luong, Quoc V. Le, Ilya Sutskever, Oriol Vinyals, and Lukasz Kaiser. Advances in Information Retrieval: 39th European Conference on IR ... - Google Books Resulthttps://books.google.com/books?isbn=3319566083 Joemon M Jose, Claudia Hauff, Ismail Sengor Altıngovde - 2017 - Computers Luong, M.-T., Le, Q.V., Sutskever, I., Vinyals, O., Kaiser, L.: Multi-task sequence to sequence learning. In: Proceedings of ICLR (2016) Bengio, Y., Simard, P., ... Neural Network Methods in Natural Language Processing - Google Books Resulthttps://books.google.com/books?isbn=168173155X Yoav Goldberg - 2017 - Computers Assessing the ability of LSTMs to learn syntax-sensitive dependencies. Transactions of the ... Minh-Thang Luong, Quoc V. Le, Ilya Sutskever, Oriol Vinyals, and Lukasz Kaiser. Multi-task sequence to sequence learning. In Proc. of ICLR, 2016. | ||