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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 …
RLStop: A Reinforcement Learning Stop** Method for TAR
We present RLStop, a novel Technology Assisted Review (TAR) stop** 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 …
Beyond the Bar: Generative AI as a Transformative Component in Legal Document Review
E Yang, R Omrani, E Curtin, T Emory… - … Conference on Big …, 2024 - ieeexplore.ieee.org
Review for responsiveness is a recall-oriented document classification task central to civil
litigation. In large legal matters, it may involve the coding of millions of documents by teams …
litigation. In large legal matters, it may involve the coding of millions of documents by teams …
[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 …
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 …
Identifying Spam Accounts on Instagram: An Analysis of User Activity Data Using Machine Learning
V Singh, J Agarwal, V Kaushik… - 2024 International …, 2024 - ieeexplore.ieee.org
Instances of the spam bots involving social networks such as Instagram pose a huge threat
to the functionality and authenticity of such platforms. This study analyses the detection …
to the functionality and authenticity of such platforms. This study analyses the detection …
[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 …