Tobias Schimanski
5 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (9) π Renaissance Researcher (6)
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Taxonomy Completionist
(13)
π£
Hot Topic Early Bird
Conferences
EMNLP (3)
ACL (1)
NAACL (1)
Top co-authors
Keywords
large language model
(3)
information retrieval
(2)
retrieval augmented generation
(2)
question answering
(1)
synthetic data generation
(1)
document relevance
(1)
document analysis
(1)
benchmark dataset
(1)
hallucination mitigation
(1)
text embedding
(1)
retrieval-augmented generation
(1)
annotation schema
(1)
evidence-based question-answering
(1)
source quality
(1)
answer attributability
(1)
domain expertise
(1)
sustainability reporting
(1)
climate disclosure
(1)
natural language classifier
(1)
net zero target
(1)
Papers
DIRAS: Efficient LLM Annotation of Document Relevance for Retrieval Augmented Generation
NAACL 2025
Towards Faithful and Robust LLM Specialists for Evidence-Based Question-Answering
ACL 2024
ClimRetrieve: A Benchmarking Dataset for Information Retrieval from Corporate Climate Disclosures
EMNLP 2024
ClimateBERT-NetZero: Detecting and Assessing Net Zero and Reduction Targets
EMNLP 2023
CHATREPORT: Democratizing Sustainability Disclosure Analysis through LLM-based Tools
EMNLP 2023