Amobee at IEST 2018: Transfer Learning from Language Models.
Alon RozentalDaniel FleischerZohar KelrichPublished in: WASSA@EMNLP (2018)
Keyphrases
- transfer learning
- language model
- language modeling
- knowledge transfer
- document retrieval
- retrieval model
- information retrieval
- n gram
- labeled data
- semi supervised learning
- probabilistic model
- cross domain
- query expansion
- reinforcement learning
- machine learning
- collaborative filtering
- language modelling
- statistical language models
- text classification
- active learning
- context sensitive
- structure learning
- smoothing methods
- nearest neighbor
- text categorization
- text mining
- learning algorithm
- language models for information retrieval
- target domain
- multimedia
- pairwise
- machine learning algorithms
- visual features
- k nearest neighbor