本周论文推荐（11.30-12.6）
下面论文列表为本小组同学推荐和整理，关于论文细节请联系论文作者。
【迁移学习】
1. Domain Agnostic Learning with Disentangled Representation - Xingchao Peng, Zijun Huang, Ximeng Sun, Kate Saenko - ICML 2019
2. Transfer Learning via Minimizing the Performance Gap Between Domains - Boyu Wang, Jorge Mendez, Mingbo Cai, Eric Eaton - NIPS 2019
3. Unsupervised Discovery of Temporal Structure in Noisy Data with Dynamical Components Analysis - David Clark, Jesse Livezey, Kristofer Bouchard - NIPS 2019
4. Controllable Unsupervised Text Attribute Transfer via Editing Entangled Latent Representation - Ke Wang, Hang Hua, Xiaojun Wan - NIPS 2019
5. Fast and Flexible Multi-Task Classification using Conditional Neural Adaptive Processes - James Requeima, Jonathan Gordon, John Bronskill, Sebastian Nowozin, Richard Turner - NIPS 2019
【机器阅读理解】
- End-to-end memory networks - Sainbayar Sukhbaatar,Arthur Szlam,Jason Weston,Rob Fergus - NeurIPS2015
2. Gated-Attention Readers for Text Comprehension - Bhuwan Dhingra,Hanxiao Liu,Zhilin Yang,William W. Cohen,Ruslan Salakhutdinov - ACL2017
3. NumNet: Machine Reading Comprehension with Numerical Reasoning - Q Ran, Y Lin, P Li, J Zhou, Z Liu - EMNLP2019
4. ReasoNet: Learning to Stop Reading in Machine Comprehension - Yelong Shen, Po-Sen Huang, Jianfeng Gao, Weizhu Chen - KDD2017
【实体链接】
- Old is Gold: Linguistic Driven Approach for Entity and Relation Linking of Short Text - Ahmad Sakor, Isaiah Onando Mulang’, Kuldeep Singh, Saeedeh Shekarpour, Maria Esther Vidal, Jens Lehmann, Sören Auer - NAACL2019
2. Joint Multilingual Supervision for Cross-lingual Entity Linking - Shyam Upadhyay, Nitish Gupta, Dan Roth - EMNLP2018
3. they exist! introducing plural mentions to coreference resolution and entity linking – ethan zhou and jinho d. choi - COLING 2018
4. Joint Learning of the Embedding of Words and Entities for Named Entity Disambiguation - Ikuya Yamada, Hiroyuki Shindo, Hideaki Takeda, Yoshiyasu Takefuji - CONLL 2016
【对话系统】
- Proactive Human-Machine Conversation with Explicit Conversation Goals - WenquanWu, Zhen Guo, Xiangyang Zhou, Hua Wu, Xiyuan Zhang, Rongzhong Lian and Haifeng Wang - ACL 2019
2. QAInfomax: Learning Robust Question Answering System by Mutual Information Maximization - Yi-Ting Yeh, Yun-Nung Chen - EMNLP 2019
3. Deep Graph InfoMax - Petar Veliˇckovi´c, William Fedus, William L. Hamilton, Pietro Li`o, Yoshua Bengio, R Devon Hjelm - ICLR 2019
4. DyKgChat: Benchmarking Dialogue Generation Grounding on Dynamic Knowledge Graphs - Yi-Lin Tuan, Yun-Nung Chen, Hung-yi Lee - EMNLP 2019
【图神经网络】
1. Disentangled Graph Convolutional Networks - Jianxin Ma, Peng Cui, Kun Kuang, Xin Wang, Wenwu Zhu - ICML 2019
【对抗生成网络】
1. Adversarial Variational Embedding for Robust Semi-supervised Learning - Xiang Zhang, Lina Yao, Feng Yuan- SIGKDD 2019
【推荐系统】
1. Learning Disentangled Representations for Recommendation - Jianxin Ma, Chang Zhou, Peng Cui, Hongxia Yang, Wenwu Zhu - NeurIPS 2019
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