Mathias Kraus
5 papers · 2022–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
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Hot Topic Early Bird
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Research topics
Machine Learning
(3)
Artificial Intelligence
(2)
Natural Language Processing
(2)
Applications · Natural Language Processing
(2)
Core AI
(2)
Resources & Methods
(2)
Computer Science
(1)
Application Areas
(1)
Applications · Computer Science
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types
(1)
Keywords
text classification
(2)
large language model
(2)
question answering
(1)
named entity recognition
(1)
efficient computing
(1)
synthetic data generation
(1)
energy efficiency
(1)
document analysis
(1)
hallucination mitigation
(1)
evidence-based question-answering
(1)
source quality
(1)
answer attributability
(1)
domain expertise
(1)
claim detection
(1)
sustainability reporting
(1)
model card
(1)
natural language classifier
(1)
net zero target
(1)
climate impact
(1)
natural language processing
(1)
Papers
Towards Faithful and Robust LLM Specialists for Evidence-Based Question-Answering
ACL 2024
CHATREPORT: Democratizing Sustainability Disclosure Analysis through LLM-based Tools
EMNLP 2023
ClimateBERT-NetZero: Detecting and Assessing Net Zero and Reduction Targets
EMNLP 2023
Environmental Claim Detection
ACL 2023
Towards Climate Awareness in NLP Research
EMNLP 2022