cs.CL（2024-01-11）

📊 共 21 篇论文 | 🔗 7 篇有代码

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支柱九：具身大模型 (Embodied Foundation Models) (18 🔗6) 支柱二：RL算法与架构 (RL & Architecture) (2 🔗1) 支柱一：机器人控制 (Robot Control) (1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (18 篇)

#题目一句话要点标签🔗⭐
1 Scaling Laws for Forgetting When Fine-Tuning Large Language Models 提出量化遗忘问题以优化大语言模型微调策略 large language model
2 The Benefits of a Concise Chain of Thought on Problem-Solving in Large Language Models 提出简洁思维链以提升大语言模型问题解决能力 large language model chain-of-thought ✅
3 Autocompletion of Chief Complaints in the Electronic Health Records using Large Language Models 提出基于大语言模型的主诉自动补全工具以解决医疗记录文档化问题 large language model
4 EpilepsyLLM: Domain-Specific Large Language Model Fine-tuned with Epilepsy Medical Knowledge 提出EpilepsyLLM以解决癫痫领域特定知识不足问题 large language model
5 Universal Vulnerabilities in Large Language Models: Backdoor Attacks for In-context Learning 提出ICLAttack以解决大语言模型中的后门攻击问题 large language model
6 How Teachers Can Use Large Language Models and Bloom's Taxonomy to Create Educational Quizzes 基于大语言模型与布鲁姆分类法生成教育测验题 large language model
7 Risk Taxonomy, Mitigation, and Assessment Benchmarks of Large Language Model Systems 提出全面风险分类以提升大语言模型系统的安全性 large language model
8 Towards Boosting Many-to-Many Multilingual Machine Translation with Large Language Models 提出XConST以提升多对多多语言机器翻译性能 large language model ✅
9 How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering 评估大型语言模型在形式语言中的能力以提升知识库问答性能 large language model
10 CAT-LLM: Style-enhanced Large Language Models with Text Style Definition for Chinese Article-style Transfer 提出CAT-LLM以解决复杂中文长文本的风格迁移问题 large language model
11 Patchscopes: A Unifying Framework for Inspecting Hidden Representations of Language Models 提出Patchscopes框架以统一语言模型内部表示的检视方法 large language model
12 SH2: Self-Highlighted Hesitation Helps You Decode More Truthfully 提出自我高亮犹豫方法以提高语言模型的真实解码能力 large language model
13 LEGOBench: Scientific Leaderboard Generation Benchmark 提出LEGOBench以解决科学排行榜生成的评估问题 large language model ✅
14 DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models 提出DeepSeekMoE以解决专家知识重叠问题 large language model
15 EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction 提出EASYTOOL以解决LLM工具使用中的文档理解问题 large language model ✅
16 LLM-as-a-Coauthor: Can Mixed Human-Written and Machine-Generated Text Be Detected? 提出MixSet以解决混合文本检测问题 large language model ✅
17 Chain of Evidences and Evidence to Generate: Prompting for Context Grounded and Retrieval Augmented Reasoning 提出链证据与生成证据框架以解决推理任务中的局限性 chain-of-thought ✅
18 Zero Resource Cross-Lingual Part Of Speech Tagging 提出零资源跨语言词性标注方法以解决低资源语言问题 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🔗⭐
19 Integrating Physician Diagnostic Logic into Large Language Models: Preference Learning from Process Feedback 提出偏好学习方法以解决医疗对话中的逻辑一致性问题 reinforcement learning preference learning large language model
20 Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint 提出RLMEC以解决大语言模型细粒度强化学习问题 reinforcement learning large language model ✅

🔬 支柱一：机器人控制 (Robot Control) (1 篇)

#题目一句话要点标签🔗⭐
21 REBUS: A Robust Evaluation Benchmark of Understanding Symbols 提出REBUS基准以评估多模态大语言模型在谜语解读中的表现 manipulation large language model multimodal

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