Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Negatives.
Si SunChenyan XiongYue YuArnold OverwijkZhiyuan LiuJie BaoPublished in: EMNLP (2022)
Keyphrases
- information retrieval
- false positives
- image database
- retrieval systems
- multimedia databases
- incremental learning
- efficient retrieval
- training process
- relevance feedback
- information retrieval systems
- average precision
- training set
- content based retrieval
- e learning
- training phase
- positive examples
- retrieval model
- text retrieval
- image retrieval
- training algorithm
- machine learning
- retrieval accuracy
- structured documents
- positive and negative
- document retrieval
- object detection
- test set
- query expansion
- image classification