cs.CL(2024-01-17)

📊 共 11 篇论文 | 🔗 1 篇有代码

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支柱九:具身大模型 (Embodied Foundation Models) (9 🔗1) 支柱二:RL算法与架构 (RL & Architecture) (2)

🔬 支柱九:具身大模型 (Embodied Foundation Models) (9 篇)

#题目一句话要点标签🔗
1 Large Language Models Are Neurosymbolic Reasoners 提出大型语言模型作为符号推理者以解决文本游戏中的符号任务 large language model
2 Large Language Models Help Reveal Unhealthy Diet and Body Concerns in Online Eating Disorders Communities 提出大语言模型以揭示在线饮食失调社区的隐性态度 large language model
3 AttackEval: How to Evaluate the Effectiveness of Jailbreak Attacking on Large Language Models 提出AttackEval框架以评估大型语言模型的越狱攻击效果 large language model
4 Learning Shortcuts: On the Misleading Promise of NLU in Language Models 探讨语言模型中的快捷学习现象以提升自然语言理解评估 large language model
5 Deciphering Textual Authenticity: A Generalized Strategy through the Lens of Large Language Semantics for Detecting Human vs. Machine-Generated Text 提出T5LLMCipher以解决机器生成文本检测问题 large language model
6 Augmenting Math Word Problems via Iterative Question Composing 提出MMIQC数据集以增强数学推理能力 large language model
7 Should agentic conversational AI change how we think about ethics? Characterising an interactional ethics centred on respect 提出以互动伦理为中心的框架以改善会话AI的道德行为 large language model
8 Evaluating LLMs' Mathematical and Coding Competency through Ontology-guided Interventions 提出本体引导干预以评估LLMs的数学与编码能力 large language model
9 Bridging Research and Readers: A Multi-Modal Automated Academic Papers Interpretation System 提出多模态自动化学术论文解读系统以解决文献解读效率低下问题 multimodal

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

#题目一句话要点标签🔗
10 Aligning Large Language Models with Counterfactual DPO 提出反事实提示与直接偏好优化结合以提升大语言模型对齐能力 DPO direct preference optimization large language model
11 ReFT: Reasoning with Reinforced Fine-Tuning 提出ReFT以增强大型语言模型的推理能力 reinforcement learning PPO large language model

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