Dominic Petrak
5 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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๐บ๏ธ Taxonomy Completionist (15) ๐ Conference Polyglot (3) ๐ Interdisciplinary Bridge ๐ Cross-Pollinator (15) ๐งญ Keyword Pioneer
๐ฃ
Hot Topic Early Bird
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The Questioner
Conferences
EMNLP (3)
ACL (1)
EACL (1)
Top co-authors
Keywords
dialogue system
(3)
conversational ai
(2)
large language model
(2)
contrastive learning
(2)
natural language processing
(2)
language model
(1)
user feedback
(1)
error analysis
(1)
factual consistency
(1)
number representation
(1)
dataset annotation
(1)
task completion
(1)
soft nearest neighbor loss
(1)
corpus building
(1)
citizen science
(1)
document-grounded dialogue
(1)
representation learning
(1)
extended pretraining
(1)
data annotation
(1)
task-oriented dialogue
(1)
Papers
Towards Automated Error Discovery: A Study in Conversational AI
EMNLP 2025
Learning from Implicit User Feedback, Emotions and Demographic Information in Task-Oriented and Document-Grounded Dialogues
EMNLP 2024
Arithmetic-Based Pretraining Improving Numeracy of Pretrained Language Models
ACL 2023
Lessons Learned from a Citizen Science Project for Natural Language Processing
EACL 2023
Learning From Free-Text Human Feedback โ Collect New Datasets Or Extend Existing Ones?
EMNLP 2023