cs.CL（2024-01-13）

📊 共 12 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) 支柱三：空间感知与语义 (Perception & Semantics) (1)

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

#题目一句话要点标签🔗⭐
1 Assessing Large Language Models in Mechanical Engineering Education: A Study on Mechanics-Focused Conceptual Understanding 评估大型语言模型在机械工程教育中的应用潜力 large language model
2 EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records 提出EHRAgent以解决电子健康记录中的复杂表格推理问题 large language model
3 E^2-LLM: Efficient and Extreme Length Extension of Large Language Models 提出E^2-LLM以高效扩展大语言模型的长上下文能力 large language model
4 Leveraging Large Language Models for NLG Evaluation: Advances and Challenges 提出基于大语言模型的NLG评估框架以解决现有方法不足 large language model
5 CHAMP: A Competition-level Dataset for Fine-Grained Analyses of LLMs' Mathematical Reasoning Capabilities 提出CHAMP数据集以分析大型语言模型的数学推理能力 large language model chain-of-thought
6 Combining Confidence Elicitation and Sample-based Methods for Uncertainty Quantification in Misinformation Mitigation 提出不确定性量化框架以改善虚假信息缓解效果 large language model
7 A Novel Multi-Stage Prompting Approach for Language Agnostic MCQ Generation using GPT 提出多阶段提示方法以提升语言无关的MCQ生成质量 chain-of-thought
8 PUB: A Pragmatics Understanding Benchmark for Assessing LLMs' Pragmatics Capabilities 提出PUB基准以评估大型语言模型的语用理解能力 instruction following
9 Extending LLMs' Context Window with 100 Samples 提出新方法扩展LLMs上下文窗口以解决长输入问题 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🔗⭐
10 xCoT: Cross-lingual Instruction Tuning for Cross-lingual Chain-of-Thought Reasoning 提出xCoT以解决低资源语言推理能力不足问题 distillation large language model chain-of-thought
11 Knowledge Distillation of Black-Box Large Language Models 提出Proxy-KD以解决黑箱大语言模型知识蒸馏问题 distillation large language model

🔬 支柱三：空间感知与语义 (Perception & Semantics) (1 篇)

#题目一句话要点标签🔗⭐
12 Tracing the Genealogies of Ideas with Large Language Model Embeddings 提出一种新方法以检测思想影响力 affordance large language model

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