Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense Reasoning.
Bill Yuchen LinSeyeon LeeXiaoyang QiaoXiang RenPublished in: CoRR (2021)
Keyphrases
- language model
- commonsense reasoning
- language modeling
- cross lingual
- cross language
- document retrieval
- cross language retrieval
- nonmonotonic reasoning
- n gram
- cross language information retrieval
- event calculus
- translation model
- probabilistic model
- retrieval model
- incomplete information
- language independent
- information retrieval
- query expansion
- formal theory
- query terms
- test collection
- knowledge representation
- speech recognition
- machine translation
- statistical language models
- multiword
- bilingual dictionaries
- classical logic
- language models for information retrieval
- query translation
- missing information
- machine learning
- text retrieval
- machine translation system
- autoepistemic logic
- relevance model
- document collections
- parallel corpora
- question answering
- smoothing methods
- feature selection
- query specific
- default logic
- logic programming
- low dimensional
- text classification