UM6P & UL at WojoodNER shared task: Improving Multi-Task Learning for Flat and Nested Arabic Named Entity Recognition.
Abdelkader El MahdaouySalima LamsiyahHamza AlamiChristoph SchommerIsmail BerradaPublished in: ArabicNLP (2023)
Keyphrases
- named entity recognition
- multi task learning
- information extraction
- multi task
- named entities
- natural language processing
- semi supervised
- maximum entropy
- conditional random fields
- gaussian processes
- learning tasks
- text summarization
- learning models
- sequence labeling
- learning problems
- theoretical analysis
- transfer learning
- high order
- relation extraction
- text mining
- question answering
- machine learning
- artificial intelligence
- learning algorithm
- data sets
- machine learning algorithms
- semi supervised learning
- text classification
- training set
- bayesian networks
- pos taggers