Language Modeling Teaches You More than Translation Does: Lessons Learned Through Auxiliary Syntactic Task Analysis.
Kelly W. ZhangSamuel R. BowmanPublished in: BlackboxNLP@EMNLP (2018)
Keyphrases
- lessons learned
- language modeling
- language model
- translation model
- cross lingual
- word alignment
- comparable corpora
- information retrieval
- statistical machine translation
- query expansion
- retrieval model
- probabilistic model
- n gram
- case study
- machine translation
- text classification
- query translation
- natural language
- cross language information retrieval
- machine translation system
- word segmentation
- participatory design
- statistical language models
- improvements in retrieval effectiveness
- cross language
- relevance model
- parallel corpora
- image retrieval
- document retrieval
- test collection
- text mining
- multimedia
- data sets
- sentence retrieval