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cs.CL2026
Same Meaning, Different Scores: Lexical and Syntactic Sensitivity in LLM Evaluation
Bogdan Kostić, Conor Fallon, Julian Risch +1
The rapid advancement of Large Language Models (LLMs) has established standardized evaluation benchmarks as the primary instrument for model comparison. Yet, their reliability is i…
cs.CL2022★ 2 cited
Pseudo-Labels Are All You Need
Bogdan Kostić, Mathis Lucka, Julian Risch
Automatically estimating the complexity of texts for readers has a variety of applications, such as recommending texts with an appropriate complexity level to language learners or…
cs.CL2021
Multi-modal Retrieval of Tables and Texts Using Tri-encoder Models
Bogdan Kostić, Julian Risch, Timo Möller
Open-domain extractive question answering works well on textual data by first retrieving candidate texts and then extracting the answer from those candidates. However, some questio…