A unified architecture for natural language processing: Deep neural networks with multitask learning (2008)

by Ronan Collobert , Jason Weston
Citations:113 - 6 self

Active Bibliography

39 Natural language processing (almost) from scratch. arXiv:1103.0398v1 – Ronan Collobert, Jason Weston, Léon Bottou, Michael Karlen, Koray Kavukcuoglu, Pavel Kuksa, Michael Collins - 2011
14 Fast Semantic Extraction Using a Novel Neural Network Architecture – Ronan Collobert
17 A dual-layer CRF based joint decoding method for cascade segmentation and labelling tasks – Yanxin Shi, Mengqiu Wang - 2007
34 Deep learning via semi-supervised embedding – Jason Weston, Frédéric Ratle - 2008
Semantic Role Labeling using Lexicalized Tree Adjoining Grammars – Yudong Liu, Yudong Liu, Examining Committee
26 Deep Learning via Semi-supervised Embedding – Jason Weston, Frédéric Ratle, Hossein Mobahi, Ronan Collobert
Large-Scale Semi-Supervised Learning for Natural Language Processing – Shane Bergsma - 2010
1 Learning for Semantic Parsing Using Statistical Syntactic Parsing Techniques – Ruifang Ge - 2010
A Search in the Forest: Efficient Algorithms for Parsing and Machine Translation based on Packed Forests – Liang Huang
9 Large scale manifold transduction – Jason Weston, Ronan Collobert - 2008
Exploration of the LTAG-spinal Formalism and Treebank . . . – Yudong Liu, Anoop Sarkar
Verbose Labels for Semantic Roles – Ravikiran Vadlapudi, C Ravikiran Vadlapudi, Ravikiran Vadlapudi
7 Experimental Evaluation of LTAG-based Features for Semantic Role Labeling – Yudong Liu, Anoop Sarkar
22 Automatic Semantic Role Labeling for Chinese Verbs – Nianwen Xue, Martha Palmer - 2005
19 Labelling chinese predicates with semantic roles – Nianwen Xue - 2008
49 The importance of syntactic parsing and inference in semantic role labeling – Vasin Punyakanok, Dan Roth, Wen-tau Yih - 2008
A Comparison of Methods for Transductive Transfer Learning – Andrew Arnold, Ramesh Nallapati, William W. Cohen
unknown title – Andrew O. Arnold, Tom M. Mitchell (cmu, Noah A. Smith (cmu, Chengxiang Zhai (uiuc Contents - 2008
Exploiting domain and task regularities for – Andrew O. Arnold - 2009