Dennis Ulmer
9 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
π Conference Polyglot (4) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (31) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
ACL (5)
EMNLP (2)
EACL (1)
UAI (1)
Top co-authors
Keywords
uncertainty quantification
(2)
sequence-to-sequence model
(2)
recurrent neural network
(2)
attention mechanism
(2)
large language model
(2)
feature space
(1)
self-supervised learning
(1)
natural language processing
(1)
task-oriented dialogue
(1)
text generation
(1)
deep learning
(1)
instruction tuning
(1)
model calibration
(1)
model identification
(1)
ensemble method
(1)
question answering
(1)
low-resource language
(1)
best practice
(1)
out-of-distribution detection
(1)
conversational ai
(1)
Papers
Calibrating Large Language Models Using Their Generations Only
ACL 2024
Bootstrapping LLM-based Task-Oriented Dialogue Agents via Self-Talk
ACL 2024
TRAP: Targeted Random Adversarial Prompt Honeypot for Black-Box Identification
ACL 2024
Non-Exchangeable Conformal Language Generation with Nearest Neighbors
EACL 2024
Experimental Standards for Deep Learning in Natural Language Processing Research
EMNLP 2022
Exploring Predictive Uncertainty and Calibration in NLP: A Study on the Impact of Method & Data Scarcity
EMNLP 2022
Know your limits: Uncertainty estimation with ReLU classifiers fails at reliable OOD detection
UAI 2021
Assessing Incrementality in Sequence-to-Sequence Models
ACL 2019
On the Realization of Compositionality in Neural Networks
ACL 2019