cs.CL（2024-02-09）

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支柱九：具身大模型 (Embodied Foundation Models) (16 🔗5)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (16 篇)

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1 InternLM-Math: Open Math Large Language Models Toward Verifiable Reasoning 提出InternLM-Math以解决数学推理能力不足的问题 large language model chain-of-thought ✅
2 Calibrating Long-form Generations from Large Language Models 提出统一校准框架以提升大型语言模型的可靠性 large language model
3 CultureLLM: Incorporating Cultural Differences into Large Language Models 提出CultureLLM以解决大语言模型文化偏见问题 large language model ✅
4 Learn To be Efficient: Build Structured Sparsity in Large Language Models 提出LTE算法以提升大语言模型的结构化稀疏性 large language model
5 Large Language Models: A Survey 综述大型语言模型的特性与挑战 large language model
6 EntGPT: Entity Linking with Generative Large Language Models 提出EntGPT以提升实体链接任务的性能 large language model ✅
7 Exploring Group and Symmetry Principles in Large Language Models 提出基于群体与对称原则的框架以评估大语言模型的推理能力 large language model
8 The Unreasonable Effectiveness of Eccentric Automatic Prompts 通过自动化提示优化提升大语言模型性能 large language model chain-of-thought
9 Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning 构建Aya数据集以解决多语言指令调优问题 large language model instruction following
10 NICE: To Optimize In-Context Examples or Not? 提出NICE指标以优化上下文示例的选择 large language model ✅
11 G-SciEdBERT: A Contextualized LLM for Science Assessment Tasks in German 提出G-SciEdBERT以解决德语科学评估任务的自动评分问题 large language model
12 Zero-shot Explainable Mental Health Analysis on Social Media by Incorporating Mental Scales 提出MAIMS方法以解决心理健康分析的可解释性问题 large language model
13 On the Efficacy of Eviction Policy for Key-Value Constrained Generative Language Model Inference 提出RoCo以优化关键值缓存策略解决LLM推理中的资源限制问题 large language model ✅
14 Understanding the Effects of Iterative Prompting on Truthfulness 提出迭代提示方法以提升大型语言模型的真实性 large language model
15 ResumeFlow: An LLM-facilitated Pipeline for Personalized Resume Generation and Refinement 提出ResumeFlow以解决个性化简历生成的挑战 large language model
16 Language Model Sentence Completion with a Parser-Driven Rhetorical Control Method 提出一种解析驱动的修辞控制方法以改进语言模型句子补全 large language model

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