SINAI at LivingNER Shared Task 2022: Species Mention Recognition and Normalization Using Transfer Learning and String Matching Techniques.
Mariia ChizhikovaJaime Collado-MontañezPilar López-ÚbedaManuel Carlos Díaz-GalianoLuis Alfonso Ureña LópezMaría Teresa Martín-ValdiviaPublished in: IberLEF@SEPLN (2022)
Keyphrases
- transfer learning
- string matching
- pattern matching
- learning tasks
- reinforcement learning
- knowledge transfer
- active learning
- labeled data
- machine learning
- pattern recognition
- regular expressions
- cross domain
- edit distance
- semi supervised learning
- transfer knowledge
- text classification
- multi task
- object recognition
- machine learning algorithms
- text mining
- collaborative filtering
- suffix tree
- training data
- information retrieval
- feature extraction
- domain adaptation
- data points
- target domain
- semi supervised
- supervised learning
- image matching
- test set
- distance measure