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cs.CL2026
JudgeArena: A Unified Framework for Reproducible LLM-Judge Evaluation
Erlis Lushtaku, Bora Kargi, Ali Elganzory +4
LLM-as-a-judge evaluation has become a dominant paradigm for ranking language models, yet the ecosystem remains fragmented: most benchmarks ship their own code base, hardcode a spe…
cs.CL2024
Transfer Learning for Finetuning Large Language Models
Tobias Strangmann, Lennart Purucker, Jörg K. H. Franke +3
As the landscape of large language models expands, efficiently finetuning for specific tasks becomes increasingly crucial. At the same time, the landscape of parameter-efficient fi…