342 citations
- A. Belkov2 profiles25 · h 18
- A. Bogatyrev2 profiles17 · h 11
- E. Mammen17 · h 47
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- Heidelberg UniversityDE38 papers
- Technische Hochschule MannheimDE35 papers
- Humboldt-Universität zu BerlinDE22 papers
- TU Dortmund UniversityDE19 papers
- University of OsloNO19 papers
- University of RostockDE19 papers
- Joint Institute for Nuclear ResearchRU18 papers
- National Institute for Subatomic PhysicsNL18 papers
- Tsinghua UniversityCN18 papers
- University of BolognaIT18 papers
- University of SiegenDE18 papers
- University of HoustonUS17 papers
354 papers
Treating Run-time Execution History as a First-Class Citizen: Co-Versioning Run-time Behavior alongside Code
Marcus Kessel
Behavioral Co-Versioning remains absent from mainstream practice: while developers routinely version source code with Git, they rarely persist and query how run-time behavior evolv…
Shiny Stories, Hidden Struggles: Investigating the Representation of Disability Through the Lens of LLMs
Marco Bombieri, Simone Paolo Ponzetto, Marco Rospocher
Modern Large Language Models (LLMs) have recently attracted much attention for their ability to simulate human behavior and generate text that reflects personas and demographic gro…
The Impact of Dimensionality on the Stability of Node Embeddings
Tobias Schumacher, Simon Reichelt, Markus Strohmaier
Previous work has shown that node embedding methods can produce different representations and downstream predictions across repeated training runs, even when trained on the same da…
Benchmarking Document Parsers on Mathematical Formula Extraction from PDFs
Pius Horn, Janis Keuper
Correctly parsing mathematical formulas from PDFs is critical for training large language models and building scientific knowledge bases from academic literature, yet existing benc…
MCP vs RAG vs NLWeb vs HTML: A Comparison of the Effectiveness and Efficiency of Different Agent Interfaces to the Web (Technical Report)
Aaron Steiner, Ralph Peeters, Christian Bizer
Large language model agents are increasingly used to automate web tasks such as product search, offer comparison, and checkout. Current research explores different interfaces throu…
Missing the Margins: A Systematic Literature Review on the Demographic Representativeness of LLMs
Indira Sen, Marlene Lutz, Elisa Rogers +2
Many applications of Large Language Models (LLMs) require them to either simulate people or offer personalized functionality, making the demographic representativeness of LLMs cruc…