Out-of-Distribution Generalization in Natural Language Processing: Past, Present, and Future.
Linyi YangYaoxian SongXuan RenChenyang LyuYidong WangJingming ZhuoLingqiao LiuJindong WangJennifer FosterYue ZhangPublished in: EMNLP (2023)
Keyphrases
- predicting future
- natural language processing
- information extraction
- database
- real world
- uniformly distributed
- named entity recognition
- semantic relations
- named entities
- text mining
- data sets
- language processing
- random variables
- knowledge representation
- long term
- natural language
- case study
- probability distribution
- word sense disambiguation
- computational linguistics
- current status
- input pattern
- genetic algorithm
- past observations