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How the Accuracy and Confidence of Sensitivity Classification Affects Digital Sensitivity Review

https://doi.org/10.1145/3417334
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/asi.20121openalex-snapshot
Sensitive information: A review and research agenda
inferredcites →https://doi.org/10.1002/asi.23363openalex-snapshot
C‐sanitized: A privacy model for document redaction and sanitization
inferredcites →https://doi.org/10.1007/978-3-319-06028-6_48openalex-snapshot
Towards a Classifier for Digital Sensitivity Review
inferredcites →https://doi.org/10.1007/978-3-319-56608-5_35openalex-snapshot
Enhancing Sensitivity Classification with Semantic Features Using Word Embeddings
inferredcites →https://doi.org/10.1007/978-3-319-76941-7_65openalex-snapshot
Towards Maximising Openness in Digital Sensitivity Review Using Reviewing Time Predictions
inferredcites →https://doi.org/10.1007/bf02289823openalex-snapshot
On Methods in the Analysis of Profile Data
inferredcites →https://doi.org/10.1007/s10506-010-9093-9openalex-snapshot
Evaluation of information retrieval for E-discovery
inferredcites →https://doi.org/10.1016/0198-9715(90)90050-4openalex-snapshot
Statistical power analysis for the behavioral sciences
inferredcites →https://doi.org/10.1016/s0003-6870(00)00071-5openalex-snapshot
Computer terminal work and the benefit of microbreaks
inferredcites →https://doi.org/10.1016/s0306-4573(00)00010-8openalex-snapshot
Variations in relevance judgments and the measurement of retrieval effectiveness
inferredcites →https://doi.org/10.1037//1082-989x.4.3.243openalex-snapshot
How to show that 9 > 221: Collect judgments in a between-subjects design.
inferredcites →https://doi.org/10.1037/11774-000openalex-snapshot
Statistical principles in experimental design.
inferredcites →https://doi.org/10.1080/00401706.1989.10488618openalex-snapshot
Statistical Power Analysis for the Behavioral Sciences
inferredcites →https://doi.org/10.1080/01621459.1961.10482090openalex-snapshot
Multiple Comparisons Among Means
inferredcites →https://doi.org/10.1109/icpr.1988openalex-snapshot
[1988 Proceedings] 9th International Conference on Pattern Recognition
inferredcites →https://doi.org/10.1109/icpr.2010.764openalex-snapshot
The Balanced Accuracy and Its Posterior Distribution
inferredcites →https://doi.org/10.1142/s0218488502001648openalex-snapshot
k-ANONYMITY: A MODEL FOR PROTECTING PRIVACY
inferredcites →https://doi.org/10.1145/1148170.1148176openalex-snapshot
User performance versus precision measures for simple search tasks
inferredcites →https://doi.org/10.1145/1571941openalex-snapshot
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
inferredcites →https://doi.org/10.1145/1749603.1749605openalex-snapshot
Privacy-preserving data publishing
inferredcites →https://doi.org/10.1145/2348283.2348411openalex-snapshot
A utility-theoretic ranking method for semi-automated text classification
inferredcites →https://doi.org/10.1145/2806416.2806597openalex-snapshot
Semi-Automated Text Classification for Sensitivity Identification
inferredcites →https://doi.org/10.1145/2808194.2809496openalex-snapshot
Using Part-of-Speech N-grams for Sensitive-Text Classification
inferredcites →https://doi.org/10.1145/2950050openalex-snapshot
A Meta-Framework for Modeling the Human Reading Process in Sentiment Analysis
inferredcites →https://doi.org/10.1145/3015022openalex-snapshot
Proceedings of the 21st Australasian Document Computing Symposium
inferredcites →https://doi.org/10.1145/3015022.3015033openalex-snapshot
The Influence of Topic Difficulty, Relevance Level, and Document Ordering on Relevance Judging
inferredcites →https://doi.org/10.1145/3077136.3080731openalex-snapshot
A Study of SVM Kernel Functions for Sensitivity Classification Ensembles with POS Sequences
inferredcites →https://doi.org/10.1145/3077136.3080812openalex-snapshot
Navigating Imprecision in Relevance Assessments on the Road to Total Recall
inferredcites →https://doi.org/10.1145/3223045openalex-snapshot
How Does Domain Expertise Affect Users’ Search Interaction and Outcome in Exploratory Search?
inferredcites →https://doi.org/10.1145/3295750.3298962openalex-snapshot
How Sensitivity Classification Effectiveness Impacts Reviewers in Technology-Assisted Sensitivity Review
inferredcites →https://doi.org/10.1145/3331184.3331256openalex-snapshot
Jointly Modeling Relevance and Sensitivity for Search Among Sensitive Content
inferredcites →https://doi.org/10.1145/3626772openalex-snapshot
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval
inferredcites →https://doi.org/10.1145/505282.505283openalex-snapshot
Machine learning in automated text categorization
inferredcites →https://doi.org/10.1561/1500000025openalex-snapshot
Information Retrieval for E-Discovery
inferredcites →https://doi.org/10.20982/tqmp.01.1.p042openalex-snapshot
Confidence intervals in within-subject designs: A simpler solution to Loftus and Masson's method
inferredcites →https://doi.org/10.20982/tqmp.04.2.p061openalex-snapshot
Confidence Intervals from Normalized Data: A correction to Cousineau (2005)
inferredcites →https://doi.org/10.2307/3172747openalex-snapshot
Statistical Principles in Experimental Design
inferredcites →https://doi.org/10.3758/bf03210951openalex-snapshot
Using confidence intervals in within-subject designs
inferredcites →https://doi.org/10.4018/978-1-5225-3137-1.ch009openalex-snapshot
The Scope and Appetite for Technology-Assisted Sensitivity Reviewing of Born-Digital Records in a Resource Poor Environment
inferredcites →https://doi.org/10.48550/arxiv.1310.4546openalex-snapshot
Distributed Representations of Words and Phrases and their Compositionality

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-3-030-99739-7_25openalex-snapshot
Comparing Intrinsic and Extrinsic Evaluation of Sensitivity Classification
inferred← citeshttps://doi.org/10.1007/978-3-031-56069-9_29openalex-snapshot
Displaying Evolving Events Via Hierarchical Information Threads for Sensitivity Review
inferred← citeshttps://doi.org/10.1007/978-3-032-09044-7_14openalex-snapshot
Rethinking GAN-BERT for Sensitive Text Classification: The Impact of Training Dynamics and Domain Alignment in Low-Data Scenarios
inferred← citeshttps://doi.org/10.1007/978-3-032-09044-7_15openalex-snapshot
Limits and Surprises of Cross-Lingual BERT Under Data Scarcity: A Portuguese Case Study in Sensitive-Text Classification
inferred← citeshttps://doi.org/10.1007/978-3-032-13714-2_7openalex-snapshot
Automation and Risk: Transformers Models Reshape Sensitive Information Management
inferred← citeshttps://doi.org/10.1007/s00146-021-01367-xopenalex-snapshot
Unlocking digital archives: cross-disciplinary perspectives on AI and born-digital data
inferred← citeshttps://doi.org/10.1007/s00146-025-02256-3openalex-snapshot
Using AI in providing greater access to the U.S. government’s email: a progress report
inferred← citeshttps://doi.org/10.1007/s10506-023-09383-6openalex-snapshot
Decision support for detecting sensitive text in government records
inferred← citeshttps://doi.org/10.1093/llc/fqac073openalex-snapshot
Applying AI to digital archives: trust, collaboration and shared professional ethics
inferred← citeshttps://doi.org/10.1109/iccc68654.2025.11437858openalex-snapshot
AI-Powered Text Screening: A Generative Approach to Identifying Sensitive Information
inferred← citeshttps://doi.org/10.1145/3469096.3469872openalex-snapshot
On minimizing cost in legal document review workflows
inferred← citeshttps://doi.org/10.1145/3477495.3531663openalex-snapshot
TARexp
inferred← citeshttps://doi.org/10.1145/3481045openalex-snapshot
Providing More Efficient Access to Government Records: A Use Case Involving Application of Machine Learning to Improve FOIA Review for the Deliberative Process Privilege
inferred← citeshttps://doi.org/10.1145/3498366.3505824openalex-snapshot
The Role of Latent Semantic Categories and Clustering in Enhancing the Efficiency of Human Sensitivity Review
inferred← citeshttps://doi.org/10.1145/3511808.3557182openalex-snapshot
Sensitivity Review of Large Collections by Identifying and Prioritising Coherent Documents Groups
inferred← citeshttps://doi.org/10.1145/3539618.3591802openalex-snapshot
VoMBaT: A Tool for Visualising Evaluation Measure Behaviour in High-Recall Search Tasks
inferred← citeshttps://doi.org/10.1145/3626772.3657911openalex-snapshot
RLStop: A Reinforcement Learning Stopping Method for TAR
inferred← citeshttps://doi.org/10.1145/3631990openalex-snapshot
Stopping Methods for Technology-assisted Reviews Based on Point Processes
inferred← citeshttps://doi.org/10.1145/3633477openalex-snapshot
Protecting Privacy in Digital Records: The Potential of Privacy-Enhancing Technologies
inferred← citeshttps://doi.org/10.1145/3651226openalex-snapshot
Improving Automated Detection of FOIA Deliberative Process Privilege Content
inferred← citeshttps://doi.org/10.1177/01655515221108692openalex-snapshot
People’s perceptions on social media archiving by the National Library of Japan
inferred← citeshttps://doi.org/10.18653/v1/2021.findings-emnlp.311openalex-snapshot
RelDiff: Enriching Knowledge Graph Relation Representations for Sensitivity Classification
inferred← citeshttps://doi.org/10.4018/979-8-3693-9795-4.ch004openalex-snapshot
Integration of Artificial Intelligence in Archives and Records Management
inferred← citeshttps://doi.org/10.58521/978-617-552-348-3-2023-236openalex-snapshot
DIGITAL INCLUSION AND ACCESSIBILITY: SOCIAL DIGITALISATION
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