cs.CL（2024-01-09）

📊 共 18 篇论文 | 🔗 5 篇有代码

🎯 兴趣领域导航

支柱九：具身大模型 (Embodied Foundation Models) (14 🔗3) 支柱二：RL算法与架构 (RL & Architecture) (4 🔗2)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (14 篇)

#题目一句话要点标签🔗⭐
1 TransportationGames: Benchmarking Transportation Knowledge of (Multimodal) Large Language Models 提出TransportationGames以评估多模态大语言模型的交通知识 large language model multimodal
2 Rewriting the Code: A Simple Method for Large Language Model Augmented Code Search 提出ReCo方法以解决代码搜索中的风格不一致问题 large language model ✅
3 MoSECroT: Model Stitching with Static Word Embeddings for Crosslingual Zero-shot Transfer 提出MoSECroT以解决低资源语言的零-shot迁移问题 zero-shot transfer
4 Exploring Prompt-Based Methods for Zero-Shot Hypernym Prediction with Large Language Models 提出基于提示的方法以解决零样本超义词预测问题 large language model
5 TechGPT-2.0: A large language model project to solve the task of knowledge graph construction 提出TechGPT-2.0以解决知识图谱构建任务 large language model ✅
6 Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue 提出RECT方法以解决模型编辑对大语言模型通用能力的负面影响 large language model
7 An Assessment on Comprehending Mental Health through Large Language Models 评估大型语言模型在心理健康理解中的应用潜力 large language model
8 MERA: A Comprehensive LLM Evaluation in Russian 提出MERA基准以评估俄语基础模型的能力与局限性 foundation model multimodal
9 Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding 提出Chain-of-Table框架以解决表格理解中的推理问题 large language model chain-of-thought
10 RoSA: Accurate Parameter-Efficient Fine-Tuning via Robust Adaptation 提出RoSA以解决大语言模型的高效微调问题 large language model ✅
11 Agent Alignment in Evolving Social Norms 提出EvolutionaryAgent以解决动态社会规范下的智能体对齐问题 large language model
12 AI Hallucinations: A Misnomer Worth Clarifying 系统评估AI幻觉定义以促进术语一致性 large language model
13 Entity Recognition from Colloquial Text 提出基于BERT的策略以提高口语文本中的症状识别 large language model
14 Language Detection for Transliterated Content 提出基于BERT的转写内容语言检测方法以解决语言识别挑战 large language model

🔬 支柱二：RL算法与架构 (RL & Architecture) (4 篇)

#题目一句话要点标签🔗⭐
15 Lightning Attention-2: A Free Lunch for Handling Unlimited Sequence Lengths in Large Language Models 提出Lightning Attention-2以解决线性注意力的因果设置问题 linear attention large language model ✅
16 Improving the Robustness of Knowledge-Grounded Dialogue via Contrastive Learning 提出基于对比学习的框架以提升知识驱动对话的鲁棒性 contrastive learning large language model
17 Know Your Needs Better: Towards Structured Understanding of Marketer Demands with Analogical Reasoning Augmented LLMs 提出ARALLM以解决非专家营销人员需求理解问题 distillation large language model chain-of-thought ✅
18 Translate-Distill: Learning Cross-Language Dense Retrieval by Translation and Distillation 提出Translate-Distill以解决跨语言信息检索中的训练数据不足问题 distillation

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