Patrick Ernst
5 papers · 2016–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (8) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (18)
π§
Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
EMNLP (3)
AAAI (1)
ACL (1)
Top co-authors
Keywords
task-oriented dialogue
(2)
model calibration
(1)
preference learning
(1)
neural architecture
(1)
class imbalance
(1)
amortized inference
(1)
latent variable
(1)
latent action
(1)
cross-entropy loss
(1)
focal loss
(1)
amortized variational inference
(1)
distant supervision
(1)
dialogue system
(1)
iterative training
(1)
dialogue policy
(1)
task-oriented dialogue system
(1)
task-oriented dialog
(1)
precision-recall trade-off
(1)
response ranking
(1)
self-supervised training
(1)
Papers
Learning from Relevant Subgoals in Successful Dialogs using Iterative Training for Task-oriented Dialog Systems
EMNLP 2024
Taming Continuous Posteriors for Latent Variational Dialogue Policies
AAAI 2023
Calibrating Imbalanced Classifiers with Focal Loss: An Empirical Study
EMNLP 2022
Deploying a Retrieval based Response Model for Task Oriented Dialogues
EMNLP 2022
DeepLife: An Entity-aware Search, Analytics and Exploration Platform for Health and Life Sciences
ACL 2016