2 papers
cs.CL2026
Parametric Knowledge in RAG-SFT for Domain-Specific Document Generation
Julian Oestreich, Maximilian Bley, Frank Binder +6
Retrieval-Augmented Generation (RAG) fine-tuning has shown substantial improvements over vanilla RAG, yet most studies target document question answering, leaving open whether thes…
cs.CL2025
Evaluating Structured Decoding for Text-to-Table Generation: Evidence from Three Datasets
Julian Oestreich, Lydia Müller
We present a comprehensive evaluation of structured decoding for text-to-table generation with large language models (LLMs). While previous work has primarily focused on unconstrai…