Dennis Aumiller
8 papers · 2020–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(24)
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The Questioner
(2)
Top co-authors
Research topics
Machine Learning
(6)
Natural Language Processing
(4)
Learning Types
(4)
Computer Science
(3)
Applications · Computer Science
(3)
Optimization & Theory · Machine Learning
(3)
Resources & Methods
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Application Areas
(2)
Core AI
(2)
Generation
(2)
Optimization & Theory · Deep Learning
(2)
Applications · Natural Language Processing
(1)
Models
(1)
Keywords
text simplification
(2)
reinforcement learning
(1)
natural language inference
(1)
few-shot learning
(1)
model selection
(1)
mathematical reasoning
(1)
benchmark evaluation
(1)
information extraction
(1)
prompt engineering
(1)
document summarization
(1)
text summarization
(1)
code generation
(1)
semantic role labeling
(1)
model quantization
(1)
document ranking
(1)
performance evaluation
(1)
language model
(1)
synthetic data
(1)
reward model
(1)
model compression
(1)
Papers
Check Your Work: Structured Checklist Feedback for Improving Large Language Models
ACL 2026
How Does Quantization Affect Multilingual LLMs?
EMNLP 2024
On Leakage of Code Generation Evaluation Datasets
EMNLP 2024
BLESS: Benchmarking Large Language Models on Sentence Simplification
EMNLP 2023
Evaluating Factual Consistency of Texts with Semantic Role Labeling
ACL 2023
EUR-Lex-Sum: A Multi- and Cross-lingual Dataset for Long-form Summarization in the Legal Domain
EMNLP 2022
UniHD at TSAR-2022 Shared Task: Is Compute All We Need for Lexical Simplification?
EMNLP 2022
UniHD@CL-SciSumm 2020: Citation Extraction as Search
EMNLP 2020