Computational Linguistics
The appointment of Stephen Clark in 2004 and the move in 2006 from Oxford's Linguistics department by Prof. Stephen Pulman established a leading group in computational linguistics. Their work encompasses and combines established knowledge-based approaches with statistical and machine learning methods. Their new group, currently comprising 15 members, is growing rapidly and has been particularly successful in attracting top-class doctoral students. The group has links with industry such as Sharp Laboratories of Europe, currently sponsoring an EPSRC CASE studentship, and Corpora Software, fully funding a DPhil student. The group also has interdisciplinary links with other Oxford departments, a notable example being a collaboration with the Engineering Department on robot navigation. It is a partner in the 12M Euro FP6 Companions project for research into learning methods for human-machine dialogues, and the FP7: Europa European Robotic Pedestrian Assistant project. Phil Blunsom joined the group in Oct 2009, replacing Stephen Clark who has moved to Cambridge.
Research
- Quantum Linguistics
- Variational Bayesian Inference
- Vector Space Modelling of Semantics
- Deep Learning
Related seminar series
- OASIS: The Oxford Advanced Seminar on Informatic Structures
- Oxford Computational Linguistics Seminars
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(Linguistics, Philology, and Phonetics)
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Selected Publications
| Unsupervised Bayesian Part of Speech Inference with Particle Gibbs Gregory Dubbin and Phil Blunsom In N. Cristianini P. Flach T. De Bie, editor, Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD). Bristol‚ UK. , 2012. Springer. |
| Conceptual Knowledge Acquisition Using Automatically Generated Large−Scale Semantic Networks Pia−Ramona Wojtinnek‚ Brian Harrington‚ Sebastian Rudolph and Stephen Pulman In Proceedings of the 18th International Conference on Conceptual Structures. 2010. |
| Semantic Relatedness from Automatically Generated Semantic Networks Pia−Ramona Wojtinnek and Stephen Pulman In Johan Bos and Stephen Pulman, editors, Proceedings of the 9th International Conference on Computational Semantics (IWCS11). Pages 390−394. Oxford‚ UK. 2011. ACL SIGSEM. ACL. |
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