Recoding latent sentence representations -- Dynamic gradient-based activation modification in RNNs
Paper
•
2101.00674
•
Published
•
1
Dennis Ulmer
kaleidophon
AI & ML interests
uncertainty estimation for NLP, robustness, generalization, trustworthiness
Organizations
authored
11
papers
over 1 year ago
TRAP: Targeted Random Adversarial Prompt Honeypot for Black-Box Identification
Paper
•
2402.12991
•
Published
Trust Issues: Uncertainty Estimation Does Not Enable Reliable OOD Detection On Medical Tabular Data
Paper
•
2011.03274
•
Published
Know Your Limits: Uncertainty Estimation with ReLU Classifiers Fails at Reliable OOD Detection
Paper
•
2012.05329
•
Published
deep-significance - Easy and Meaningful Statistical Significance Testing in the Age of Neural Networks
Paper
•
2204.06815
•
Published
Experimental Standards for Deep Learning in Natural Language Processing Research
Paper
•
2204.06251
•
Published
Exploring Predictive Uncertainty and Calibration in NLP: A Study on the Impact of Method & Data Scarcity
Paper
•
2210.15452
•
Published
Prior and Posterior Networks: A Survey on Evidential Deep Learning Methods For Uncertainty Estimation
Paper
•
2110.03051
•
Published
Calibrating Large Language Models Using Their Generations Only
Paper
•
2403.05973
•
Published
Non-Exchangeable Conformal Risk Control
Paper
•
2310.01262
•
Published
Bootstrapping LLM-based Task-Oriented Dialogue Agents via Self-Talk
Paper
•
2401.05033
•
Published
•
18