5 citations · 5 across the 3 of their papers we have counts for
3 papers · 1 filter
Parametric Knowledge in RAG-SFT for Domain-Specific Document Generation
Julian Oestreich, Maximilian Bley, Frank Binder +3
Retrieval-Augmented Generation (RAG) fine-tuning has shown substantial improvements over vanilla RAG, yet most studies target document question answering, leaving open whether thes…
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…
Supporting Land Reuse of Former Open Pit Mining Sites using Text Classification and Active Learning
Christopher Schröder, Kim Bürgl, Yves Annanias +7
Open pit mines left many regions worldwide inhospitable or uninhabitable. To put these regions back into use, entire stretches of land must be renaturalized. For the sustainable su…