cs.CL（2023-11-22）
📊 共 12 篇论文 | 🔗 1 篇有代码
🎯 兴趣领域导航
🔬 支柱九：具身大模型 (Embodied Foundation Models) (7 篇)
| # | 题目 | 一句话要点 | 标签 | 🔗 | ⭐ |
|---|---|---|---|---|---|
| 1 | MAIRA-1: A specialised large multimodal model for radiology report generation | 提出MAIRA-1以解决胸部X光报告生成问题 | large language model multimodal | ||
| 2 | Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-based Retrofitting | 提出知识图谱重塑方法以解决大型语言模型的幻觉问题 | large language model | ||
| 3 | On the Calibration of Large Language Models and Alignment | 系统研究大型语言模型的置信度校准与对齐 | large language model | ||
| 4 | Towards Better Parameter-Efficient Fine-Tuning for Large Language Models: A Position Paper | 提出参数高效微调方法以解决大语言模型的可扩展性问题 | large language model | ||
| 5 | Enhancing Uncertainty-Based Hallucination Detection with Stronger Focus | 提出一种无参考的基于不确定性的幻觉检测方法 | large language model | ||
| 6 | CoachLM: Automatic Instruction Revisions Improve the Data Quality in LLM Instruction Tuning | 提出CoachLM以解决LLM指令数据集质量问题 | instruction following | ✅ | |
| 7 | AutoKG: Efficient Automated Knowledge Graph Generation for Language Models | 提出AutoKG以解决知识图谱构建效率低下问题 | large language model |
🔬 支柱二：RL算法与架构 (RL & Architecture) (5 篇)
| # | 题目 | 一句话要点 | 标签 | 🔗 | ⭐ |
|---|---|---|---|---|---|
| 8 | Intention and Context Elicitation with Large Language Models in the Legal Aid Intake Process | 利用大型语言模型提升法律援助接待过程中的意图与上下文提取 | reinforcement learning offline reinforcement learning large language model | ||
| 9 | Enhancing Logical Reasoning in Large Language Models to Facilitate Legal Applications | 提出强化逻辑反馈学习以提升大型语言模型的法律推理能力 | reinforcement learning large language model | ||
| 10 | Efficient Transformer Knowledge Distillation: A Performance Review | 提出高效变换器知识蒸馏以解决模型压缩与计算效率问题 | distillation | ||
| 11 | Current Topological and Machine Learning Applications for Bias Detection in Text | 利用几何模型与机器学习检测文本偏见 | predictive model large language model | ||
| 12 | Complexity-Guided Curriculum Learning for Text Graphs | 提出基于复杂性引导的课程学习方法以优化文本图数据训练 | curriculum learning |