cs.CL（2024-02-13）

📊 共 20 篇论文 | 🔗 7 篇有代码

🎯 兴趣领域导航

支柱九：具身大模型 (Embodied Foundation Models) (18 🔗6) 支柱二：RL算法与架构 (RL & Architecture) (2 🔗1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (18 篇)

#题目一句话要点标签🔗⭐
1 Learning How To Ask: Cycle-Consistency Refines Prompts in Multimodal Foundation Models 提出CyclePrompt以优化多模态基础模型的提示生成 foundation model multimodal
2 Test-Time Backdoor Attacks on Multimodal Large Language Models 提出AnyDoor以解决多模态大语言模型的测试时后门攻击问题 large language model multimodal ✅
3 Agent Smith: A Single Image Can Jailbreak One Million Multimodal LLM Agents Exponentially Fast 提出感染性越狱方法以解决多模态大语言模型安全问题 large language model multimodal ✅
4 Knowledge Editing on Black-box Large Language Models 提出黑箱大语言模型知识编辑方法以解决隐私泄露问题 large language model
5 BBox-Adapter: Lightweight Adapting for Black-Box Large Language Models 提出BBox-Adapter以解决黑箱大语言模型适应性问题 large language model
6 eCeLLM: Generalizing Large Language Models for E-commerce from Large-scale, High-quality Instruction Data 提出eCeLLM以解决电商领域的通用性建模问题 large language model ✅
7 Eliciting Personality Traits in Large Language Models 通过新颖的提示方法揭示大语言模型的人格特征 large language model
8 Learning to Generate Context-Sensitive Backchannel Smiles for Embodied AI Agents with Applications in Mental Health Dialogues 提出生成上下文敏感的回馈微笑以改善心理健康对话 embodied AI
9 InstructGraph: Boosting Large Language Models via Graph-centric Instruction Tuning and Preference Alignment 提出InstructGraph以增强大语言模型的图推理与生成能力 large language model
10 Large Language Models as Minecraft Agents 利用大型语言模型作为Minecraft代理以提升构建能力 large language model
11 A Survey of Table Reasoning with Large Language Models 综述大语言模型在表格推理中的应用与挑战 large language model
12 PRompt Optimization in Multi-Step Tasks (PROMST): Integrating Human Feedback and Heuristic-based Sampling 提出PROMST框架以优化多步骤任务中的提示生成 large language model ✅
13 JAMDEC: Unsupervised Authorship Obfuscation using Constrained Decoding over Small Language Models 提出JAMDEC以解决在线作者身份模糊化问题 large language model
14 Higher Layers Need More LoRA Experts 提出MoLA以提升LoRA在Transformer模型中的效率 large language model ✅
15 Improving Generalization in Semantic Parsing by Increasing Natural Language Variation 通过数据增强提升文本到SQL语义解析的泛化能力 large language model
16 "Reasoning" with Rhetoric: On the Style-Evidence Tradeoff in LLM-Generated Counter-Arguments 提出平衡证据与风格的反驳生成方法以提升说服力 large language model ✅
17 Lying Blindly: Bypassing ChatGPT's Safeguards to Generate Hard-to-Detect Disinformation Claims 提出新方法绕过ChatGPT的安全机制生成虚假信息 large language model
18 Punctuation Restoration Improves Structure Understanding Without Supervision 提出标点恢复以提升无监督学习的结构理解能力 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🔗⭐
19 Pixel Sentence Representation Learning 提出视觉句子表示学习框架以解决语言模型语义捕捉不足问题 representation learning ✅
20 Improving Factual Error Correction for Abstractive Summarization via Data Distillation and Conditional-generation Cloze 提出FactCloze模型以提升抽象摘要中的事实一致性 distillation

⬅️ 返回 cs.CL 首页 · 🏠 返回主页