Goldilocks: Just-right tuning of bert for technology-assisted review
Technology-assisted review (TAR) refers to iterative active learning workflows for document
review in high recall retrieval (HRR) tasks. TAR research and most commercial TAR …
review in high recall retrieval (HRR) tasks. TAR research and most commercial TAR …
[HTML][HTML] Improved risk minimization algorithms for technology-assisted review
MINECORE is a recently proposed decision-theoretic algorithm for technology-assisted
review that attempts to minimise the expected costs of review for responsiveness and …
review that attempts to minimise the expected costs of review for responsiveness and …
RLStop: A Reinforcement Learning Stopping Method for TAR
R Bin-Hezam, M Stevenson - arXiv preprint arXiv:2405.02525, 2024 - arxiv.org
We present RLStop, a novel Technology Assisted Review (TAR) stopping rule based on
reinforcement learning that helps minimise the number of documents that need to be …
reinforcement learning that helps minimise the number of documents that need to be …
Leveraging large-scale multimedia datasets to refine content moderation models
The sheer volume of online user-generated content has rendered content moderation
technologies essential in order to protect digital platform audiences from content that may …
technologies essential in order to protect digital platform audiences from content that may …
[PDF][PDF] Intelligent Systems with Applications
MINECORE is a recently proposed decision-theoretic algorithm for technology-assisted
review that attempts to minimise the expected costs of review for responsiveness and …
review that attempts to minimise the expected costs of review for responsiveness and …
Report on the 2nd international conference on design of experimental search & information retrieval systems (DESIRES 2021)
This is a report on the second edition of the International Conference on Design of
Experimental Search & Information REtrieval Systems (DESIRES 2021) held at the …
Experimental Search & Information REtrieval Systems (DESIRES 2021) held at the …