LLMs in the Loop: Leveraging Large Language Model Annotations for Active Learning in Low-Resource Languages.
Nataliia KholodnaSahib JulkaMohammad KhodadadiMuhammed Nurullah GumusMichael GranitzerPublished in: CoRR (2024)
Keyphrases
- search engine
- language model
- active learning
- information retrieval
- language modeling
- keywords
- cross lingual
- statistical machine translation
- n gram
- document retrieval
- probabilistic model
- speech recognition
- language independent
- query expansion
- mixture model
- language modelling
- retrieval model
- context sensitive
- test collection
- translation model
- query terms
- machine learning
- semi supervised
- ad hoc information retrieval
- statistical language models
- learning algorithm
- relevance model
- retrieval effectiveness
- smoothing methods
- target language
- cross language retrieval
- word clouds
- document ranking
- relevance feedback
- labeled data