Paper: Bayesian Network A Model For NLP?

ACL ID E06-2028
Title Bayesian Network A Model For NLP?
Venue Annual Meeting of The European Chapter of The Association of Computational Linguistics
Session System Demonstration
Year 2006

The NLP systems often have low perfor- mances because they rely on unreliable and heterogeneous knowledge. We show on the task of non-anaphoric it identifi- cation how to overcome these handicaps with the Bayesian Network (BN) formal- ism. The first results are very encourag- ing compared with the state-of-the-art sys- tems.