cs.CL（2024-11-09）

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支柱九：具身大模型 (Embodied Foundation Models) (7 🔗1) 支柱二：RL算法与架构 (RL & Architecture) (2) 支柱一：机器人控制 (Robot Control) (1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (7 篇)

#题目一句话要点标签🔗⭐
1 Golden Touchstone: A Comprehensive Bilingual Benchmark for Evaluating Financial Large Language Models 提出Golden Touchstone金融大语言模型双语评测基准，解决现有评测标准不足问题。 large language model ✅
2 KBM: Delineating Knowledge Boundary for Adaptive Retrieval in Large Language Models 提出知识边界模型以优化大语言模型的检索增强生成 large language model
3 M-Longdoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework 提出M-LongDoc基准和检索增强框架，提升多模态超长文档理解能力 multimodal
4 Detecting Reference Errors in Scientific Literature with Large Language Models 利用大型语言模型检测科学文献中的引用错误，提升出版质量。 large language model
5 Robust Detection of LLM-Generated Text: A Comparative Analysis 对比分析多种方法，实现对大型语言模型生成文本的鲁棒检测 large language model
6 Mixture of Knowledge Minigraph Agents for Literature Review Generation 提出协同知识微图代理框架CKMAs，自动化生成文献综述。 large language model
7 Building an Efficient Multilingual Non-Profit IR System for the Islamic Domain Leveraging Multiprocessing Design in Rust 构建高效多语种伊斯兰领域非营利信息检索系统，利用Rust多进程设计。 large language model

🔬 支柱二：RL算法与架构 (RL & Architecture) (2 篇)

#题目一句话要点标签🔗⭐
8 IOPO: Empowering LLMs with Complex Instruction Following via Input-Output Preference Optimization 提出IOPO，通过输入-输出偏好优化提升LLM的复杂指令跟随能力 DPO large language model instruction following
9 SEEKR: Selective Attention-Guided Knowledge Retention for Continual Learning of Large Language Models 提出SEEKR方法，通过选择性注意力蒸馏提升大语言模型持续学习的数据效率。 distillation large language model

🔬 支柱一：机器人控制 (Robot Control) (1 篇)

#题目一句话要点标签🔗⭐
10 Target-driven Attack for Large Language Models 提出目标驱动的黑盒攻击方法，提升大语言模型对抗攻击的有效性。 manipulation large language model

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