cs.CL（2024-01-10）

📊 共 19 篇论文 | 🔗 5 篇有代码

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支柱九：具身大模型 (Embodied Foundation Models) (16 🔗5) 支柱二：RL算法与架构 (RL & Architecture) (3)

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

#题目一句话要点标签🔗⭐
1 Exploring the Reasoning Abilities of Multimodal Large Language Models (MLLMs): A Comprehensive Survey on Emerging Trends in Multimodal Reasoning 全面评估多模态大语言模型的推理能力 large language model multimodal
2 An EcoSage Assistant: Towards Building A Multimodal Plant Care Dialogue Assistant 提出EcoSage助手以解决植物护理对话问题 large language model multimodal
3 The Impact of Reasoning Step Length on Large Language Models 研究推理步骤长度对大型语言模型的影响 large language model chain-of-thought ✅
4 AugSumm: towards generalizable speech summarization using synthetic labels from large language model 提出AugSumm以解决语音摘要生成中的标注不足问题 large language model ✅
5 INACIA: Integrating Large Language Models in Brazilian Audit Courts: Opportunities and Challenges 提出INACIA系统以提升巴西审计法院的案件分析效率 large language model
6 Pre-trained Large Language Models for Financial Sentiment Analysis 提出基于预训练大语言模型的金融情感分析方法 large language model
7 TrustLLM: Trustworthiness in Large Language Models 提出TrustLLM以解决大型语言模型的可信性问题 large language model
8 Leveraging Print Debugging to Improve Code Generation in Large Language Models 提出基于打印调试的方法以提升大语言模型的代码生成能力 large language model
9 Aligning Translation-Specific Understanding to General Understanding in Large Language Models 提出DUAT以解决大型语言模型翻译理解不一致问题 large language model
10 DCR: Divide-and-Conquer Reasoning for Multi-choice Question Answering with LLMs 提出DCR以解决多选题推理能力不足的问题 large language model chain-of-thought ✅
11 I am a Strange Dataset: Metalinguistic Tests for Language Models 提出新数据集以评估语言模型的元语言处理能力 large language model ✅
12 Monte Carlo Tree Search for Recipe Generation using GPT-2 提出RecipeMC以解决食谱生成中的准确性问题 large language model
13 Generating Diverse and High-Quality Texts by Minimum Bayes Risk Decoding 提出多样性最小贝叶斯风险解码以解决文本生成多样性问题 large language model
14 ANGO: A Next-Level Evaluation Benchmark For Generation-Oriented Language Models In Chinese Domain 提出ANGO基准以解决现有语言模型评估问题 large language model
15 CASA: Causality-driven Argument Sufficiency Assessment 提出CASA框架以解决论证充分性评估问题 large language model ✅
16 Can AI Write Classical Chinese Poetry like Humans? An Empirical Study Inspired by Turing Test 提出ProFTAP评估框架以验证AI创作古诗能力 large language model

🔬 支柱二：RL算法与架构 (RL & Architecture) (3 篇)

#题目一句话要点标签🔗⭐
17 Reinforcement Learning for Optimizing RAG for Domain Chatbots 提出基于强化学习的RAG优化方法以提升领域聊天机器人性能 reinforcement learning large language model
18 Hierarchical Knowledge Distillation on Text Graph for Data-limited Attribute Inference 提出基于文本图的层次知识蒸馏以解决数据有限的属性推断问题 distillation
19 Bootstrapping LLM-based Task-Oriented Dialogue Agents via Self-Talk 通过自我对话引导LLM任务导向对话代理的训练 reinforcement learning large language model

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