Christian Dugast
5 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(20)
🏆
Keyword Champion
(2)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Natural Language Processing
(5)
Artificial Intelligence
(4)
Generation
(4)
Core AI
(3)
Learning Paradigms
(3)
Applications
(2)
Core Methods
(2)
Understanding
(2)
Deep Learning
(1)
Application Areas
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
sequence labeling
(2)
response generation
(2)
named entity recognition
(2)
document-grounded dialog
(2)
retrieval-augmented generation
(2)
training efficiency
(1)
synthetic data
(1)
hallucination mitigation
(1)
instruction fine-tuning
(1)
hallucination reduction
(1)
conditional random field
(1)
faithfulness evaluation
(1)
monolingual corpus
(1)
neural language model
(1)
span extraction
(1)
dialog system
(1)
faithfulness assessment
(1)
document grounding
(1)
factual hallucination
(1)
climate science
(1)
Papers
Listen to the Context: Towards Faithful Large Language Models for Retrieval Augmented Generation on Climate Questions
ACL 2025
Controllable Factuality in Document-Grounded Dialog Systems Using a Noisy Channel Model
EMNLP 2022
Cascaded Span Extraction and Response Generation for Document-Grounded Dialog
ACL 2021
Investigation on Data Adaptation Techniques for Neural Named Entity Recognition
ACL 2021
Neural Language Modeling for Named Entity Recognition
COLING 2020