Abstract is missing.
- Generalization bounds and consistency for latent-structural probit and ramp lossDavid McAllester. [doi]
- Bayesian sensing hidden Markov models for speech recognitionGeorge Saon, Jen-Tzung Chien. [doi]
- On learning distributed representations of semanticsYoshua Bengio. [doi]
- Recent advances in active learningSanjoy Dasgupta. [doi]
- Performance prediction and shrinking language modelsStanley F. Chen, Stephen M. Chu, Ahmad Emami, Lidia Mangu, Bhuvana Ramabhadran, Ruhi Sarikaya, Abhinav Sethy. [doi]
- On the role of machine learning in NLPEduard H. Hovy. [doi]
- A non-parametric Bayesian approach to inflectional morphologyJason Eisner, Markus Dreyer. [doi]
- Some open problems in machine learning for NLPMark Steedman. [doi]
- Online learning of large margin hidden Markov models for automatic speech recognitionLawrence K. Saul, Chih-Chieh Cheng, Fei Sha. [doi]
- Applications of submodular functions in speech and NLPJeff Bilmes, Hui Lin, Andrew Guillory. [doi]
- Unlabeled data and other marginalsMark Hasegawa-Johnson, Jui-Ting Huang, Xiaodan Zhuang. [doi]
- Structured prediction with indirect supervisionMing-Wei Chang, James Clarke, Dan Goldwasser, Lev-Arie Ratinov, Vivek Srikumar, Dan Roth. [doi]
- L1 and L2 regularization for multiclass hinge loss modelsRobert Moore, John DeNero. 1-5 [doi]
- A comparison of performance monitoring approaches to fusing spectrogram channels in speech recognitionShirin Badiezadegan, Richard C. Rose. 6-10 [doi]
- A two-layer non-negative matrix factorization model for vocabulary discoveryMeng Sun, Hugo Van Hamme. 11-15 [doi]
- Automating the scoring of elicited imitation testsDeryle Lonsdale, Carl Christensen. 16-20 [doi]
- Improving cross-document co-reference with semi-supervised information extraction modelsiRushin Shah, Bo Lin, Kevin Dela Rosa, Anatole Gershman, Robert E. Frederking. 21-25 [doi]
- Panning for gold: finding relevant semantic content for grounded language learningDavid L. Chen, Raymond J. Mooney. 26-30 [doi]
- Performance monitoring for robustness in automatic recognition of speechiHynek Hermansky, Nima Mesgarani, Samuel Thomas. 31-34 [doi]