Unsupervised Bilingual POS Tagging with Markov Random Fields.
Desai ChenChris DyerShay B. CohenNoah A. SmithPublished in: ULNLP@EMNLP (2011)
Keyphrases
- markov random field
- pos tagging
- machine translation
- part of speech
- target language
- cross lingual
- word segmentation
- pos taggers
- source language
- higher order
- dependency parsing
- energy function
- random fields
- parameter estimation
- graph cuts
- image segmentation
- pairwise
- domain adaptation
- word sense disambiguation
- cross language
- language independent
- conditional random fields
- information extraction
- n gram
- natural language processing
- markov networks
- statistical machine translation
- feature selection
- query translation
- language model
- prior knowledge
- parallel corpora
- image analysis
- image processing