A maximum entropy approach to natural language processing
Computational Linguistics
Neural Networks for Pattern Recognition
Neural Networks for Pattern Recognition
Target-Text Mediated Interactive Machine Translation
Machine Translation
Inducing Features of Random Fields
Inducing Features of Random Fields
The mathematics of statistical machine translation: parameter estimation
Computational Linguistics - Special issue on using large corpora: II
A DP based search algorithm for statistical machine translation
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 2
Incorporating position information into a Maximum Entropy/Minimum Divergence translation model
ConLL '00 Proceedings of the 2nd workshop on Learning language in logic and the 4th conference on Computational natural language learning - Volume 7
Finite Automata for Compact Representation of Language Models in NLP
CIAA '01 Revised Papers from the 6th International Conference on Implementation and Application of Automata
Text Prediction with Fuzzy Alignments
AMTA '02 Proceedings of the 5th Conference of the Association for Machine Translation in the Americas on Machine Translation: From Research to Real Users
Embedding web-based statistical translation models in cross-language information retrieval
Computational Linguistics - Special issue on web as corpus
Finite automata for compact representation of tuple dictionaries
Theoretical Computer Science - Implementation and application automata
Refined lexicon models for statistical machine translation using a maximum entropy approach
ACL '01 Proceedings of the 39th Annual Meeting on Association for Computational Linguistics
Effective phrase translation extraction from alignment models
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
Statistical Machine Translation with Scarce Resources Using Morpho-syntactic Information
Computational Linguistics
Incorporating position information into a Maximum Entropy/Minimum Divergence translation model
ConLL '00 Proceedings of the 2nd workshop on Learning language in logic and the 4th conference on Computational natural language learning - Volume 7
User-friendly text prediction for translators
EMNLP '02 Proceedings of the ACL-02 conference on Empirical methods in natural language processing - Volume 10
Improving a general-purpose Statistical Translation Engine by terminological lexicons
COMPUTERM '02 COLING-02 on COMPUTERM 2002: second international workshop on computational terminology - Volume 14
Confidence estimation for NLP applications
ACM Transactions on Speech and Language Processing (TSLP)
TransType2: an innovative computer-assisted translation system
ACLdemo '04 Proceedings of the ACL 2004 on Interactive poster and demonstration sessions
TransType: text prediction for translators
HLT '02 Proceedings of the second international conference on Human Language Technology Research
A bilateral integrative health-care knowledge service mechanism based on 'MedGrid'
Computers in Biology and Medicine
Maximum entropy translation model in dependency-based MT framework
WMT '10 Proceedings of the Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR
| Hi-index | 0.00 |
I present empirical comparisons between a linear combination of standard statistical language and translation models and an equivalent Maximum Entropy/Minimum Divergence (MEMD) model, using several different methods for automatic feature selection. The MEMD model significantly outperforms the standard model in test corpus perplexity, even though it has far fewer parameters.