Symposium on Machine Learning in Speech and Language Processing (MLSLP)
Bellevue, WA, USA
[MLSLP-2011] Symposium on Machine Learning in Speech and Language Processing (MLSLP), Bellevue, WA, USA. June 27, 2011; ISCA Archive, http://www.isca-speech.org/archive/mlslp_2011
Names written in boldface refer to first authors. Full papers and/or presentations can be accessed from the respective abstracts. Please note that each abstract opens in a separate window.Badiezadegan Bengio Bilmes Chang Chen, David Chen, Stanley Cheng Chien Christensen Chu Clarke Dasgupta DeNero Dreyer Eisner Emami Frederking Gershman Goldwasser Guillory Hasegawa-Johnson Hermansky Hovy Huang Lin, Bo Lin, Hui Lonsdale Mangu McAllester Mesgarani Mooney Moore Ramabhadran Ratinov Rosa Rose Roth Saon Sarikaya Saul Sethy Sha Shah Srikumar Steedman Sun Thomas Van hamme Zhuang
Dasgupta, Sanjoy: "Recent advances in active learning".
Saul, Lawrence / Cheng, Chih-Chieh / Sha, Fei: "Online learning of large margin hidden Markov models for automatic speech recognition".
Hovy, Eduard: "On the role of machine learning in NLP".
Saon, George / Chien, Jen-Tzung: "Bayesian sensing hidden Markov models for speech recognition".
Eisner, Jason / Dreyer, Markus: "A non-parametric Bayesian approach to inflectional morphology" (abstract only).
Hasegawa-Johnson, Mark / Huang, Jui-Ting / Zhuang, Xiaodan: "Unlabeled data and other marginals".
Chang, Ming-Wei / Clarke, James / Goldwasser, Dan / Ratinov, Lev / Srikumar, Vivek / Roth, Dan: "Structured prediction with indirect supervision".
Bilmes, Jeff / Lin, Hui / Guillory, Andrew: "Applications of submodular functions in speech and NLP".
McAllester, David: "Generalization bounds and consistency for latent-structural probit and ramp loss".
Steedman, Mark: "Some open problems in machine learning for NLP" (abstract only).
Chen, Stanley / Chu, Stephen / Emami, Ahmad / Mangu, Lidia / Ramabhadran, Bhuvana / Sarikaya, Ruhi / Sethy, Abhinav: "Performance prediction and shrinking language models".
Bengio, Yoshua: "On learning distributed representations of semantics" (abstract only).
Moore, Robert / DeNero, John: "L1 and L2 regularization for multiclass hinge loss models", 1-5.
Badiezadegan, Shirin / Rose, Richard: "A comparison of performance monitoring approaches to fusing spectrogram channels in speech recognition", 6-10.
Sun, Meng / Van hamme, Hugo: "A two-layer non-negative matrix factorization model for vocabulary discovery", 11-15.
Lonsdale, Deryle / Christensen, Carl: "Automating the scoring of elicited imitation tests", 16-20.
Shah, Rushin / Lin, Bo / Rosa, Kevin Dela / Gershman, Anatole / Frederking, Robert: "Improving cross-document co-reference with semi-supervised information extraction modelsi", 21-25.
Chen, David / Mooney, Raymond: "Panning for gold: finding relevant semantic content for grounded language learning", 26-30.
Hermansky, Hynek / Mesgarani, Nima / Thomas, Samuel: "Performance monitoring for robustness in automatic recognition of speechi", 31-34.