cs.CL（2024-01-04）

📊 共 11 篇论文 | 🔗 3 篇有代码

🎯 兴趣领域导航

支柱九：具身大模型 (Embodied Foundation Models) (10 🔗3) 支柱二：RL算法与架构 (RL & Architecture) (1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (10 篇)

#题目一句话要点标签🔗⭐
1 Self-Contrast: Better Reflection Through Inconsistent Solving Perspectives 提出自对比方法以解决LLM反思不稳定问题 large language model
2 CANAMRF: An Attention-Based Model for Multimodal Depression Detection 提出CANAMRF以解决多模态抑郁检测中的特征融合问题 multimodal
3 DCR-Consistency: Divide-Conquer-Reasoning for Consistency Evaluation and Improvement of Large Language Models 提出DCR框架以解决大型语言模型一致性评估问题 large language model
4 LLaMA Pro: Progressive LLaMA with Block Expansion 提出LLaMA Pro以解决大语言模型的灾难性遗忘问题 large language model foundation model instruction following
5 DIALIGHT: Lightweight Multilingual Development and Evaluation of Task-Oriented Dialogue Systems with Large Language Models 提出DIALIGHT以解决多语言任务导向对话系统评估问题 large language model
6 Text2MDT: Extracting Medical Decision Trees from Medical Texts 提出Text2MDT以自动提取医学决策树 large language model chain-of-thought ✅
7 Exploring Boundary of GPT-4V on Marine Analysis: A Preliminary Case Study 利用GPT-4V进行海洋分析的初步研究 large language model ✅
8 Blar-SQL: Faster, Stronger, Smaller NL2SQL 提出Blar-SQL以提升NL2SQL任务的效率与准确性 large language model
9 Advanced Unstructured Data Processing for ESG Reports: A Methodology for Structured Transformation and Enhanced Analysis 提出一种新方法以解决ESG报告的非结构化数据处理问题 large language model ✅
10 Understanding LLMs: A Comprehensive Overview from Training to Inference 综述大型语言模型训练与推理的演变与未来发展 large language model

🔬 支柱二：RL算法与架构 (RL & Architecture) (1 篇)

#题目一句话要点标签🔗⭐
11 ICE-GRT: Instruction Context Enhancement by Generative Reinforcement based Transformers 提出ICE-GRT以解决领域特定任务的深度与准确性问题 reinforcement learning PPO RLHF

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