牛哥精选 · 半年

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🤖 AI·大模型 arXiv NLP 2026-07-21

RIMS: Preference Optimization via Smoothed Multi-pair Aggregation for Small-Scale LLM Retrieval-Augmented Generation

提出RIMS方法，通过平滑多对聚合优化偏好，让小规模LLM在RAG任务中性能飙升。

arXiv:2607.16431v1 Announce Type: new Abstract: Small-scale language models (SLMs) are attractive for retrieval-augmented generation (RAG) in resource…

rims 偏好优化平滑多对聚合小规模llm 检索增强生成

📝 深度技术 arXiv AI 2026-06-16

Robust Dual-Signal Fusion: Hybrid Neuro-Symbolic Gating with Compressed Chain-of-Thought Refinement for Irony Detection in Social Media Texts

混合神经符号门控与压缩思维链精炼，让小模型也能精准捕捉社交文本中的讽刺信号。

arXiv:2606.16845v1 Announce Type: cross Abstract: Large Language Models (LLMs) natively default to literal semantic interpretations, making zero-shot …

讽刺检测神经符号思维链社交媒体文本双信号融合

📅 日期

2026-05-20 2026-05-19

🐂 牛哥精选

RIMS: Preference Optimization via Smoothed Multi-pair Aggregation for Small-Scale LLM Retrieval-Augmented Generation

Robust Dual-Signal Fusion: Hybrid Neuro-Symbolic Gating with Compressed Chain-of-Thought Refinement for Irony Detection in Social Media Texts

📅 日期