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Kristian Kersting — most-cited papers & profile · Large Language Models
← authors
·
overview
Kristian Kersting
12
papers ·
205
citations ·
55
h-index
Technische Universität Darmstadt · German Research Centre for Artificial Intelligence · Hessian Center for Artificial Intelligence
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Most-cited papers
Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning
2025 · 98 citations
Judging Quality Across Languages: A Multilingual Approach to Pretraining Data Filtering with Language Models
2025 · 1 citations
SCAR: Sparse Conditioned Autoencoders for Concept Detection and Steering in LLMs
2024 · 1 citations
LIME: Making LLM Data More Efficient with Linguistic Metadata Embeddings
2025
Focused Chain-of-Thought: Efficient LLM Reasoning via Structured Input Information
2025
T-FREE: Tokenizer-Free Generative LLMs via Sparse Representations for Memory-Efficient Embeddings
2024
LLMs Lost in Translation: M-ALERT uncovers Cross-Linguistic Safety Gaps
2024
Top co-authors
Patrick Schramowski
· 5
Manuel Brack
· 4
Felix Friedrich
· 3
Bj\"orn Deiseroth
· 2
Abbas Goher Khan
· 1
Alexander Arno Weber
· 1
Alex Jude
· 1
Björn Deiseroth
· 1
Bo Li
· 1
Daniel Neider
· 1
David Kaczér
· 1
Dominik Hintersdorf
· 1
Topics
cs.CL
Efficiency
Evaluation
Fine-Tuning
Training Techniques
cs.MA
cs.AI
Reinforcement Learning
In-Context Learning
Prompting