GYM at Qur'an QA 2023 Shared Task: Multi-Task Transfer Learning for Quranic Passage Retrieval and Question Answering with Large Language Models.
Ghazaleh MahmoudiYeganeh MorshedzadehSauleh EetemadiPublished in: ArabicNLP (2023)
Keyphrases
- transfer learning
- passage retrieval
- multi task
- language model
- question answering
- learning tasks
- information retrieval
- document retrieval
- qa systems
- language modeling
- retrieval model
- n gram
- cross domain
- machine learning
- query expansion
- labeled data
- active learning
- question answering systems
- probabilistic model
- pseudo relevance feedback
- natural language processing
- information extraction
- text mining
- reinforcement learning
- collaborative filtering
- test collection
- sentence retrieval
- learning algorithm
- machine learning algorithms
- text classification
- relevance model
- semi supervised learning
- semantic role labeling
- natural language
- query terms
- training data
- vector space model
- feature selection
- retrieval effectiveness
- relevant documents
- cross lingual
- unlabeled data
- image classification