cs.CL（2024-04-11）

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支柱九：具身大模型 (Embodied Foundation Models) (25 🔗4)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (25 篇)

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1 LaVy: Vietnamese Multimodal Large Language Model 提出LaVy以解决越南多模态大语言模型的资源不足问题 large language model multimodal ✅
2 MM-PhyQA: Multimodal Physics Question-Answering With Multi-Image CoT Prompting 提出MM-PhyQA以解决多步骤物理推理问题 large language model multimodal chain-of-thought
3 ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models 提出ResearchAgent以提升科学研究的创意生成效率 large language model
4 Introducing L2M3, A Multilingual Medical Large Language Model to Advance Health Equity in Low-Resource Regions 提出L2M3以解决低资源地区医疗工作者短缺问题 large language model
5 High-Dimension Human Value Representation in Large Language Models 提出UniVaR以解决大语言模型的人类价值对齐问题 large language model
6 Guiding Large Language Models to Post-Edit Machine Translation with Error Annotations 利用错误注释引导大语言模型进行机器翻译后编辑 large language model
7 From Words to Numbers: Your Large Language Model Is Secretly A Capable Regressor When Given In-Context Examples 探讨大型语言模型在回归任务中的潜力与表现 large language model
8 Multimodal Contextual Dialogue Breakdown Detection for Conversational AI Models 提出多模态上下文对话中断检测模型以解决对话AI问题 multimodal
9 Rumour Evaluation with Very Large Language Models 利用大型语言模型评估谣言以应对数字虚假信息 large language model
10 Automatic Generation and Evaluation of Reading Comprehension Test Items with Large Language Models 利用大型语言模型自动生成和评估阅读理解测试题 large language model
11 rollama: An R package for using generative large language models through Ollama 提出rollama包以便捷使用生成性大语言模型 large language model
12 Does In-Context Learning Really Learn? Rethinking How Large Language Models Respond and Solve Tasks via In-Context Learning 提出对大语言模型的上下文学习机制的深入分析 large language model
13 JetMoE: Reaching Llama2 Performance with 0.1M Dollars 提出JetMoE以低成本实现Llama2性能 large language model foundation model ✅
14 Distilling Algorithmic Reasoning from LLMs via Explaining Solution Programs 通过解释解决方案程序蒸馏LLM的算法推理能力 large language model chain-of-thought
15 Comments as Natural Logic Pivots: Improve Code Generation via Comment Perspective 提出MANGO以提升小型代码生成模型的能力 large language model chain-of-thought ✅
16 Nostra Domina at EvaLatin 2024: Improving Latin Polarity Detection through Data Augmentation 通过数据增强提升拉丁语情感极性检测的准确性 large language model
17 Discourse-Aware In-Context Learning for Temporal Expression Normalization 提出基于上下文学习的时间表达规范化方法 large language model
18 Interactive Prompt Debugging with Sequence Salience 提出Sequence Salience以解决复杂LLM提示调试问题 chain-of-thought
19 Data-Augmentation-Based Dialectal Adaptation for LLMs 提出基于数据增强的方言适应方法以提升LLMs性能 large language model ✅
20 ODA: Observation-Driven Agent for integrating LLMs and Knowledge Graphs 提出观察驱动代理ODA以整合大语言模型与知识图谱 large language model
21 NoticIA: A Clickbait Article Summarization Dataset in Spanish 提出NoticIA数据集以解决西班牙语点击诱饵文章摘要问题 large language model
22 An Audit on the Perspectives and Challenges of Hallucinations in NLP 审计NLP领域中幻觉现象的定义与挑战 large language model
23 MSciNLI: A Diverse Benchmark for Scientific Natural Language Inference 提出MSciNLI以解决科学自然语言推理的多样性问题 large language model
24 UltraEval: A Lightweight Platform for Flexible and Comprehensive Evaluation for LLMs 提出UltraEval以解决LLMs评估复杂性问题 large language model
25 Scalable Language Model with Generalized Continual Learning 提出可扩展语言模型以解决持续学习中的挑战 large language model

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