Distantly Supervised NER with Partial Annotation Learning and Reinforcement Learning
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Min Zhang | Zhengqiu He | Wenliang Chen | Zhenghua Li | YaoSheng Yang | Min Zhang | Wenliang Chen | Zhenghua Li | Zhengqiu He | YaoSheng Yang
[1] Stan Matwin,et al. Unsupervised Named-Entity Recognition: Generating Gazetteers and Resolving Ambiguity , 2006, Canadian Conference on AI.
[2] Ellen Riloff,et al. Learning Dictionaries for Information Extraction by Multi-Level Bootstrapping , 1999, AAAI/IAAI.
[3] Daniel Jurafsky,et al. Distant supervision for relation extraction without labeled data , 2009, ACL.
[4] Yishay Mansour,et al. Policy Gradient Methods for Reinforcement Learning with Function Approximation , 1999, NIPS.
[5] Li Fei-Fei,et al. Learning to Learn from Noisy Web Videos , 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[6] Nanyun Peng,et al. Named Entity Recognition for Chinese Social Media with Jointly Trained Embeddings , 2015, EMNLP.
[7] Jimmy Ba,et al. Adam: A Method for Stochastic Optimization , 2014, ICLR.
[8] Nitish Srivastava,et al. Dropout: a simple way to prevent neural networks from overfitting , 2014, J. Mach. Learn. Res..
[9] Qun Liu,et al. Discriminative Learning with Natural Annotations: Word Segmentation as a Case Study , 2013, ACL.
[10] Andrew McCallum,et al. Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data , 2001, ICML.
[11] Gina-Anne Levow,et al. The Third International Chinese Language Processing Bakeoff: Word Segmentation and Named Entity Recognition , 2006, SIGHAN@COLING/ACL.
[12] Guillaume Lample,et al. Neural Architectures for Named Entity Recognition , 2016, NAACL.
[13] Li Zhao,et al. Reinforcement Learning for Relation Classification From Noisy Data , 2018, AAAI.
[14] Jianfeng Gao,et al. Deep Reinforcement Learning for Dialogue Generation , 2016, EMNLP.
[15] Hai Zhao,et al. Neural Word Segmentation Learning for Chinese , 2016, ACL.
[16] Jason Weston,et al. Natural Language Processing (Almost) from Scratch , 2011, J. Mach. Learn. Res..
[17] Andrew McCallum,et al. Modeling Relations and Their Mentions without Labeled Text , 2010, ECML/PKDD.
[18] Yang Liu,et al. Joint Chinese Word Segmentation, POS Tagging and Parsing , 2012, EMNLP-CoNLL.
[19] Christopher D. Manning,et al. Joint Parsing and Named Entity Recognition , 2009, NAACL.
[20] Nina Dethlefs,et al. Hierarchical Reinforcement Learning for Adaptive Text Generation , 2010, INLG.
[21] Min Zhang,et al. Fast Coupled Sequence Labeling on Heterogeneous Annotations via Context-aware Pruning , 2016, EMNLP.
[22] Jürgen Schmidhuber,et al. Framewise phoneme classification with bidirectional LSTM and other neural network architectures , 2005, Neural Networks.
[23] Hongyu Guo,et al. Generating Text with Deep Reinforcement Learning , 2015, ArXiv.
[24] Wei Xu,et al. Bidirectional LSTM-CRF Models for Sequence Tagging , 2015, ArXiv.
[25] Yue Zhang,et al. Domain Adaptation for CRF-based Chinese Word Segmentation using Free Annotations , 2014, EMNLP.
[26] Hwee Tou Ng,et al. Named Entity Recognition: A Maximum Entropy Approach Using Global Information , 2002, COLING.
[27] Diego Marcheggiani,et al. An Experimental Comparison of Active Learning Strategies for Partially Labeled Sequences , 2014, EMNLP.
[28] Chu-Ren Huang,et al. Active Learning for Chinese Word Segmentation , 2012, COLING.
[29] Yuji Matsumoto,et al. Training Conditional Random Fields Using Incomplete Annotations , 2008, COLING.
[30] Jun Zhao,et al. Distant Supervision for Relation Extraction via Piecewise Convolutional Neural Networks , 2015, EMNLP.
[31] Eduard H. Hovy,et al. End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF , 2016, ACL.
[32] Fan Yang,et al. Semi-Supervised Chinese Word Segmentation Using Partial-Label Learning With Conditional Random Fields , 2014, EMNLP.