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cs.CL2026
Beyond Single-Negative Preference: Multi-Negative DPO for LLM-Centric Historical Entity Linking
Tien Nam Nguyen, Emanuela Boros, Ahmed Hamdi +3
Large language models (LLMs) have recently shown promise for historical entity linking, but preference optimization for this task is often formulated with only one negative candida…
cs.CL2023★ 2 cited
AMuRD: Annotated Arabic-English Receipt Dataset for Key Information Extraction and Classification
Abdelrahman Abdallah, Mahmoud Abdalla, Mohamed Elkasaby +2
The extraction of key information from receipts is a complex task that involves the recognition and extraction of text from scanned receipts. This process is crucial as it enables…