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