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@Contrastive Preference Optimization

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04:00
2026-06-06
arxiv.org
large-language-models

Synthetic Contrastive Reasoning for Multi-Table Q&A

Researchers have developed a synthetic contrastive reasoning-trace dataset for multi-table question answering (QA) by generating validated positive and plausible negative traces using heterogeneous la…

// co-occurs with top 5 entities
MMQA 1 Qwen3-14B 1 Mistral-8B 1 Llama-3.1-8B 1 CPO 1