Sean Moran, Victor Lavrenko and Miles Osborne. Variable bit Quantisation for LSH. ACL, Sofia, Bulgaria August 2013.
Sean Moran, Victor Lavrenko and Miles Osborne. Neighbourhood Preserving Quantisation for LSH. SIGIR, Dublin, Ireland July 2013.
Miles Osborne. Shallow Parsing using Noisy and Non-Stationary Training Material . JMLR Special Issue on Machine Learning Approaches to Shallow Parsing 2(Mar):695-719, 2002.
Miles Osborne. Shallow Parsing as Part-of-Speech Tagging. CoNLL00.
Miles Osborne, Jeffrey Chang, Mark Cumiskey, Nipun Mehra, Veronica Rotemberg, Gail Sinclair, Matthew Smillie, Russ B. Altman and Bonnie Webber. Edinburgh-Stanford TREC 2003 Genomics Track: Notebook Paper . TREC Genomics Track, NIST, USA,2003.
Jesper Salomon, Simon King and Miles Osborne. Framewise Phone Classification using Support Vector Machines. 7th International Conference on Spoken Language Processing (ICSLP 2002). September 16-20, 2002, Denver, Colorado.
John Nerbonne, Anja Belz, Nicola Cancedda, Herve Dejean, James Hammerton, Rob Koeling, Stasinos Konstantopoulos, Miles Osborne, Franck Thollard, and Tjong Kim Sang, Erik F. Learning Computational Grammars. CoNLL01.
Miles Osborne. Estimation of Stochastic Attribute-Value Grammars using an Informative Sample. Coling 2000.
Miles Osborne. DCG Induction using MDL and Parsed Corpora . LLL99. This is a slightly modified version.Miles Osborne. MDL-based DCG Induction for NP Identification . CoNLL99.
Miles Osborne and Ted Briscoe. Learning Stochastic Categorial Grammars, CoNLL97.
Miles Osborne. Minimisation, Indifference and Statistical Language Learning. Empirical Learning of Natural Language Processing Tasks Workshop, ECML97.
James Curran and Miles Osborne. A very very large corpus doesn't always yield reliable estimates. Joint CoNLL02 - Workshop on Very Large Corpora, Taipei, Taiwan. 2002.
Iain Bancarz and Miles Osborne. Improved Iterative Scaling can yield multiple globally optimal models with radically differing performance levels. Coling 2002, Taipei, Taiwan, 24 August - 1 September, 2002.
Miles Osborne. Using Maximum Entropy for Sentence Extraction . ACL 2002 Workshop on Automatic Summarization (including DUC 2002), Philadelphia, Pennsylvania, USA, July 11-13, 2002.
Tony Mullen and Miles Osborne. Overfitting Avoidance for Stochastic Modeling of Attribute-Value Grammars. CoNLL00.
Chris Callison-Burch and Miles Osborne. Statistical Natural Language Processing. In Ali Farghaly (editor), A Handbook for Language Engineers, CSLI Publications.
Book review of Manny Rayner, David Carter, Pierrette Bouillon, Vassilis Digalakis and Mats Wiren, The Spoken Language Translator. For Natural Language Engineering.
Book review of Jean-Claude Junqa and Gertjan van Noord, Robustness in Language and Speech Technology. For Natural Language Engineering.
Miles Osborne. Predicting DNA Sequences using a Backoff Language Model . Unpublished ms, 2003. This short paper shows how surprisingly good compression results for DNA sequences can be achieve using a simple variable-length backoff model. As far as I know, these are the best compression results in the literature.
Miles Osborne. Issues in Computational Natural Language Learning. Unpublished ms, 2000. This is a short paper I wrote a while back reflecting on the state of machine learning of natural language research, and outlining a number of possible directions.