FR
Frank Rudzicz
cs.CLcs.LGcs.AIstat.MLcs.SDeess.ASMachine Learningartificial intelligencecs.CYcs.CV
On Valency
published · living versionsW_chv26fje·v1 · currentpublished
ZEMA: confidence-calibrated signed descent with only one state
with Ali Dadsetan, Domenic Rosati
1 version
Preprints & journals
163 papers in the corpus · 2010–2026Removing Information Content Does Not Certify Tamper Resistance in Open-Weight Models2610.09004v1 · Domenic Rosati, Alessa Carbo, Ali Dadsetan et al.2026 · 0 citationsarXiv
Using Speech to Develop Multivariable Prediction Models for Major Depressive Disorder and Generalized Anxiety Disorder During Pregnancy.42726636 · Bayrampour, Hamideh, Amorim, Joana, Pimentel, Joao et al.2026 · 0 citationsThe Journal of clinical psychiatry. 2026;87(4)
Distribution-Specific Curvature Control with Finite-Sample Guarantees for Open-Weight Safety2607.22929v1 · Domenic Rosati, Ali Dadsetan, Hong Huang et al.2026 · 0 citationsarXiv
Evaluation of Machine Learning and Statistical Models for Predicting Long Term Gastrostomy Tube Dependency in Patients Undergoing Major Oral Cavity Cancer Surgery With Free Flap Reconstruction.42438145 · Namavarian, Amirpouyan, Alenazi, Abdulrahman, Hueniken, Katrina et al.2026 · 0 citationsHead & neck. 2026
Open Technical Problems in Open-Weight AI Model Risk Management2608.07514v1 · Stephen Casper, Kyle O'Brien, Shayne Longpre et al.2026 · 1 citationarXiv
Training Therapeutic Judges and Multi-Agent Systems for Human-Aligned Mental Health Support2606.30887v1 · Mizanur Rahman, Abeer Badawi, Elahe Rahimi et al.2026 · 0 citationsarXiv
Towards Understanding and Measuring COGNITIVE ATROPHY in LLM Behaviour2606.18129v1 · Abeer Badawi, Moyosoreoluwa Olatosi, Negin Baghbanzadeh et al.2026 · 0 citationsarXiv
Voluntary Collusion with Secret Tools in Competing LLM Agents2605.27593v2 · Xijie Zeng, Frank Rudzicz2026 · 0 citationsarXiv
Seeking SOTA: Time-Series Forecasting Must Adopt Taxonomy-Specific Evaluation to Dispel Illusory Gains2603.15506v2 · Raeid Saqur, Christoph Bergmeir, Blanka Horvath et al.2026 · 0 citationsarXiv
Limits of Convergence-Rate Control for Open-Weight Safety2602.18868v1 · Domenic Rosati, Xijie Zeng, Hong Huang et al.2026 · 0 citationsarXiv
Assessing the Quality of Mental Health Support in LLM Responses through Multi-Attribute Human Evaluation2601.18630v1 · Abeer Badawi, Md Tahmid Rahman Laskar, Elahe Rahimi et al.2026 · 0 citationsarXiv
Exploring the features used for summary evaluation by Human and GPT2512.19620v1 · Zahra Sadeghi, Evangelos Milios, Frank Rudzicz2025 · 0 citationsarXiv
When Can We Trust LLMs in Mental Health? Large-Scale Benchmarks for Reliable LLM Evaluation2510.19032v1 · Abeer Badawi, Elahe Rahimi, Md Tahmid Rahman Laskar et al.2025 · 5 citationsarXiv
SoftAdaClip: A Smooth Clipping Strategy for Fair and Private Model Training2510.01447v2 · Dorsa Soleymani, Ali Dadsetan, Frank Rudzicz2025 · 0 citationsarXiv
Creating and evaluating a decision support tool to reduce critically low hemoglobin and blood transfusions in-hospital10.1101/2025.09.12.25335172v1 · Fralick, M., Lee, S., Debnath, M. et al.2025 · 0 citationsmedRxiv
MedSynth: Realistic, Synthetic Medical Dialogue-Note Pairs2508.01401v2 · Ahmad Rezaie Mianroodi, Amirali Rezaie, Niko Grisel Todorov et al.2025 · 1 citationarXiv
Stratification of surgical outcomes in trigeminal neuralgia using multimodal data.40574980 · Latypov, Timur H, Yakubov, Rose, Jörgens, Daniel et al.2025 · 3 citationsBrain communications. 2025;7(3):fcaf178
Trustworthy Medical Question Answering: An Evaluation-Centric Survey2506.03659v2 · Yinuo Wang, Baiyang Wang, Robert E. Mercer et al.2025 · 5 citationsarXiv
Symptom network connectivity indices as predictors of relapse in major depressive disorder.40460460 · Nunes, Abraham, Pavlova, Barbara, Nuñez, John-Jose et al.2025 · 5 citationsPsychiatry research. 2025;350:116562
LLM Library Learning Fails: A LEGO-Prover Case Study2504.03048v1 · Ian Berlot-Attwell, Frank Rudzicz, Xujie Si2025 · 0 citationsarXiv
Contrastive Similarity Learning for Market Forecasting: The ContraSim Framework2502.16023v1 · Nicholas Vinden, Raeid Saqur, Zining Zhu et al.2025 · 0 citationsarXiv
Signatures of chronic pain in multiple sclerosis: a machine learning approach to investigate trigeminal neuralgia.39680491 · Latypov, Timur H, Wolfensohn, Abigail, Yakubov, Rose et al.2025 · 4 citationsPain. 2024;166(7):1622-1630
Can large language models be privacy preserving and fair medical coders?2412.05533v1 · Ali Dadsetan, Dorsa Soleymani, Xijie Zeng et al.2024 · 0 citationsarXiv
Show, Don't Tell: Uncovering Implicit Character Portrayal using LLMs2412.04576v1 · Brandon Jaipersaud, Zining Zhu, Frank Rudzicz et al.2024 · 0 citationsNeurIPS 2024 Creativity and Generative AI Workshop
Library Learning Doesn't: The Curious Case of the Single-Use "Library"2410.20274v1 · Ian Berlot-Attwell, Frank Rudzicz, Xujie Si2024 · 0 citationsarXiv
The Utility and Implications of Ambient Scribes in Primary Care.39365655 · Seth, Puneet, Carretas, Romina, Rudzicz, Frank2024 · 34 citationsJMIR AI. 2024;3:e57673
Graph-tree Fusion Model with Bidirectional Information Propagation for Long Document Classification2410.02930v1 · Sudipta Singha Roy, Xindi Wang, Robert E. Mercer et al.2024 · 1 citationarXiv
Evaluating Defences against Unsafe Feedback in RLHF2409.12914v3 · Domenic Rosati, Giles Edkins, Harsh Raj et al.2024 · 0 citationsarXiv
Genetics Navigator: protocol for a mixed methods randomized controlled trial evaluating a digital platform to deliver genomic services in Canadian pediatric and adult populations.39231549 · D'Amours, Guylaine, Clausen, Marc, Luca, Stephanie et al.2024 · 2 citationsBMJ open. 2024;14(9):e090084
Self-Supervised Embeddings for Detecting Individual Symptoms of Depression2406.17229v1 · Sri Harsha Dumpala, Katerina Dikaios, Abraham Nunes et al.2024 · 10 citationsarXiv
Understanding Language Model Circuits through Knowledge Editing2406.17241v4 · Huaizhi Ge, Frank Rudzicz, Zining Zhu2024 · 0 citationsarXiv
How Well Can Knowledge Edit Methods Edit Perplexing Knowledge?2406.17253v3 · Huaizhi Ge, Frank Rudzicz, Zining Zhu2024 · 0 citationsarXiv
The GPT-WritingPrompts Dataset: A Comparative Analysis of Character Portrayal in Short Stories2406.16767v2 · Xi Yu Huang, Krishnapriya Vishnubhotla, Frank Rudzicz2024 · 3 citationsarXiv
Depression-Anxiety Coupling Strength as a predictor of relapse in major depressive disorder: A CAN-BIND wellness monitoring study report.38866253 · Nunes, Abraham, Pavlova, Barbara, Cunningham, Jasmyn E A et al.2024 · 5 citationsJournal of affective disorders. 2024;361:189-197
Scenarios and Approaches for Situated Natural Language Explanations2406.05035v1 · Pengshuo Qiu, Frank Rudzicz, Zining Zhu2024 · 0 citationsarXiv
Filtered not Mixed: Stochastic Filtering-Based Online Gating for Mixture of Large Language Models2406.02969v2 · Raeid Saqur, Anastasis Kratsios, Florian Krach et al.2024 · 1 citationarXiv
ACCORD: Closing the Commonsense Measurability Gap2406.02804v2 · Francois Roewer-Despr'es, Jinyue Feng, Zining Zhu et al.2024 · 0 citationsarXiv
Auxiliary Knowledge-Induced Learning for Automatic Multi-Label Medical Document Classification2405.19084v1 · Xindi Wang, Robert E. Mercer, Frank Rudzicz2024 · 1 citationarXiv
Multi-stage Retrieve and Re-rank Model for Automatic Medical Coding Recommendation2405.19093v1 · Xindi Wang, Robert E. Mercer, Frank Rudzicz2024 · 7 citationsarXiv
Representation Noising: A Defence Mechanism Against Harmful Finetuning2405.14577v4 · Domenic Rosati, Jan Wehner, Kai Williams et al.2024 · 1 citationarXiv
NIFTY Financial News Headlines Dataset2405.09747v1 · Raeid Saqur, Ken Kato, Nicholas Vinden et al.2024 · 1 citationarXiv
LLM-Generated Black-box Explanations Can Be Adversarially Helpful2405.06800v3 · Rohan Ajwani, Shashidhar Reddy Javaji, Frank Rudzicz et al.2024 · 10 citationsarXiv
Length of Stay Prediction Models for Oral Cancer Surgery: Machine Learning, Statistical and ACS-NSQIP.38651539 · Namavarian, Amirpouyan, Gabinet-Equihua, Alexander, Deng, Yangqing et al.2024 · 6 citationsThe Laryngoscope. 2024;134(8):3664-3672
Plug and Play with Prompts: A Prompt Tuning Approach for Controlling Text Generation2404.05143v1 · Rohan Deepak Ajwani, Zining Zhu, Jonathan Rose et al.2024 · 2 citationsPresented at Deployable AI Workshop at AAAI-2024
Immunization against harmful fine-tuning attacks2402.16382v2 · Domenic Rosati, Jan Wehner, Kai Williams et al.2024 · 5 citationsarXiv
Long-form evaluation of model editing2402.09394v2 · Domenic Rosati, Robie Gonzales, Jinkun Chen et al.2024 · 3 citationsarXiv
Machine learning in the prediction of massive transfusion in trauma: a retrospective analysis as a proof-of-concept.38265444 · Nikouline, Anton, Feng, Jinyue, Rudzicz, Frank et al.2024 · 19 citationsEuropean journal of trauma and emergency surgery : official publication of the European Trauma Society. 2024;50(3):1073-1081
Improving estimates of pertussis burden in Ontario, Canada 2010-2017 by combining validation and capture-recapture methodologies.38039303 · McBurney, Shilo H, Kwong, Jeffrey C, Brown, Kevin A et al.2023 · 1 citationPloS one. 2023;18(12):e0273205
Validating pertussis data measures using electronic medical record data in Ontario, Canada 1986-2016.38161988 · McBurney, Shilo H, Kwong, Jeffrey C, Brown, Kevin A et al.2025 · 2 citationsVaccine: X. 2023;15:100408
It's not the arrow, it's the archer: the role of the surgeon leader in a safety driven-era.37978083 · Lia, Hillary, Hammond Mobilio, Melanie, Rudzicz, Frank et al.2024 · 2 citationsSurgical endoscopy. 2024;38(2):992-998
Career total: 382 works. 163 are in this corpus.Showing the 50 most recent.
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