Dynamic Benchmarking of Masked Language Models on Temporal Concept Drift with Multiple Views.
Katerina MargatinaShuai WangYogarshi VyasNeha Anna JohnYassine BenajibaMiguel BallesterosPublished in: CoRR (2023)
Keyphrases
- multiple views
- language model
- concept drift
- multi view
- language modeling
- viewpoint
- data streams
- n gram
- d objects
- probabilistic model
- statistical language models
- document retrieval
- information retrieval
- non stationary
- retrieval model
- language modelling
- range images
- single view
- test collection
- query expansion
- drift detection
- data distribution
- language models for information retrieval
- classification algorithm
- relevance model
- smoothing methods
- data sets
- change detection
- image analysis
- novelty detection
- semi supervised
- knn
- active learning
- feature vectors
- database systems