Keyphrases
Large Language Models
100%
Natural Language Processing
85%
Uncertainty Estimation
71%
Deep Learning
71%
Nonexchangeable
71%
Predictive Uncertainty
42%
Learning Research
42%
Deep Learning Methods
38%
Language Generation
33%
Black Box
33%
Multiple Models
28%
Data Scarcity
28%
Out-of-distribution Detection
28%
Evidential Deep Learning
28%
Statistical Significance Test
28%
Risk Control
28%
Conformal Prediction
28%
Black-box Identification
28%
Honeypot
28%
Self-talk
28%
Dialogue Agent
28%
Nearest Neighbor
28%
Statistical Guarantees
28%
NLP.
28%
Training Model
28%
Task-oriented Dialogue
28%
Neural Network
28%
Bootstrap
28%
Tight
23%
Uncertainty Quantification
23%
Token
23%
Training Data
22%
Prediction Sets
19%
Explosive Growth
19%
Public Repositories
19%
Follow-up Research
14%
Fluke
14%
Uncertainty Metrics
14%
Deep Neural Network
14%
Single Model
14%
Forward Pass
14%
Point Sampling
14%
Prior Beliefs
14%
Comprehensive Survey
14%
Markov Chain Sampling
14%
Extensive Survey
14%
Diverse Predictions
14%
ReLU Networks
14%
Activation Function
14%
Predictive Confidence
14%
Computer Science
Large Language Model
100%
Conformal Prediction
57%
Uncertainty Estimation
57%
Deep Learning Method
42%
Generation Language
33%
Exchangeability
28%
False Negative
28%
Honeypots
28%
Pre-Trained Model
28%
Natural Language Processing
28%
Language Modeling
23%
Training Data
22%
User-Facing Application
19%
Critical Application
14%
Deep Learning Model
14%
Feature Space
14%
Activation Function
14%
Popular Approach
14%
Data Distribution
14%
Synthetic Data
14%
Affine Transformation
14%
Classification Task
14%
Sample Distribution
14%
Deep Neural Network
14%
Markov Chain
14%
Model Prediction
14%
Prediction Framework
9%
Machine Translation
9%
Effective Method
8%
