cs.CL（2024-02-29）

📊 共 28 篇论文 | 🔗 1 篇有代码

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支柱九：具身大模型 (Embodied Foundation Models) (26 🔗1) 支柱二：RL算法与架构 (RL & Architecture) (2)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (26 篇)

#题目一句话要点标签🔗⭐
1 OpenMedLM: Prompt engineering can out-perform fine-tuning in medical question-answering with open-source large language models 提出OpenMedLM以提升医疗问答的开放模型性能 large language model chain-of-thought
2 TV-TREES: Multimodal Entailment Trees for Neuro-Symbolic Video Reasoning 提出TV-TREES以解决视频理解中的多模态推理问题 multimodal
3 Towards Modeling Learner Performance with Large Language Models 利用大语言模型提升学习者表现预测能力 large language model
4 NewsBench: A Systematic Evaluation Framework for Assessing Editorial Capabilities of Large Language Models in Chinese Journalism 提出NewsBench框架以评估大型语言模型在中文新闻中的编辑能力 large language model
5 Resonance RoPE: Improving Context Length Generalization of Large Language Models 提出Resonance RoPE以解决长序列上下文泛化问题 large language model
6 Towards Tracing Trustworthiness Dynamics: Revisiting Pre-training Period of Large Language Models 探索大型语言模型预训练期间的可信度动态 large language model ✅
7 Whispers that Shake Foundations: Analyzing and Mitigating False Premise Hallucinations in Large Language Models 提出FAITH以解决大型语言模型中的虚假前提幻觉问题 large language model
8 EyeGPT: Ophthalmic Assistant with Large Language Models 提出EyeGPT以解决眼科医疗咨询中的信息复杂性问题 large language model
9 AdaMergeX: Cross-Lingual Transfer with Large Language Models via Adaptive Adapter Merging 提出AdaMergeX以解决跨语言迁移中的适应性问题 large language model
10 How do Large Language Models Handle Multilingualism? 提出多语言工作流模型以提升大语言模型的多语言处理能力 large language model
11 On the Decision-Making Abilities in Role-Playing using Large Language Models 评估大语言模型在角色扮演中的决策能力 large language model
12 FAC$^2$E: Better Understanding Large Language Model Capabilities by Dissociating Language and Cognition 提出FAC$^2$E框架以细化语言与认知能力评估 large language model
13 Query-OPT: Optimizing Inference of Large Language Models via Multi-Query Instructions in Meeting Summarization 提出多查询指令优化大语言模型推理以解决会议摘要问题 large language model
14 Teaching Large Language Models an Unseen Language on the Fly 提出DiPMT++框架以实时学习未见语言 large language model
15 Exploring the Efficacy of Large Language Models in Summarizing Mental Health Counseling Sessions: A Benchmark Study 提出MentalCLOUDS以解决心理健康咨询会话总结问题 large language model
16 TELEClass: Taxonomy Enrichment and LLM-Enhanced Hierarchical Text Classification with Minimal Supervision 提出TELEClass以解决层次文本分类中的监督不足问题 large language model
17 FlexLLM: Token-Level Co-Serving of LLM Inference and Finetuning with SLO Guarantees 提出FlexLLM以解决大语言模型推理与微调资源浪费问题 large language model
18 Loose LIPS Sink Ships: Asking Questions in Battleship with Language-Informed Program Sampling 提出语言引导程序采样模型以优化战舰游戏中的提问策略 large language model
19 On the Scaling Laws of Geographical Representation in Language Models 探讨语言模型中地理信息的扩展规律 large language model
20 How to Understand "Support"? An Implicit-enhanced Causal Inference Approach for Weakly-supervised Phrase Grounding 提出隐式增强因果推断方法以解决弱监督短语定位问题 multimodal
21 PlanGPT: Enhancing Urban Planning with Tailored Language Model and Efficient Retrieval 提出PlanGPT以解决城市规划领域语言模型适应性不足问题 large language model
22 GSM-Plus: A Comprehensive Benchmark for Evaluating the Robustness of LLMs as Mathematical Problem Solvers 提出GSM-Plus基准以评估大型语言模型的数学问题求解能力 large language model
23 Memory-Augmented Generative Adversarial Transformers 提出记忆增强生成对抗变换器以解决事实问答问题 large language model
24 PeLLE: Encoder-based language models for Brazilian Portuguese based on open data 提出PeLLE模型以提升巴西葡萄牙语的语言理解能力 large language model
25 PRSA: Prompt Stealing Attacks against Real-World Prompt Services 提出PRSA框架以应对真实环境中的提示盗窃攻击 large language model
26 Pointing out the Shortcomings of Relation Extraction Models with Semantically Motivated Adversarials 提出语义驱动对抗样本生成以揭示关系抽取模型的不足 large language model

🔬 支柱二：RL算法与架构 (RL & Architecture) (2 篇)

#题目一句话要点标签🔗⭐
27 PaECTER: Patent-level Representation Learning using Citation-informed Transformers 提出PaECTER以提升专利文献的表示学习效果 representation learning
28 PopALM: Popularity-Aligned Language Models for Social Media Trendy Response Prediction 提出Popularity-Aligned语言模型以解决社交媒体趋势响应预测问题 reinforcement learning PPO curriculum learning

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