cs.CL（2024-03-20）

📊 共 23 篇论文 | 🔗 6 篇有代码

🎯 兴趣领域导航

支柱九：具身大模型 (Embodied Foundation Models) (17 🔗6) 支柱二：RL算法与架构 (RL & Architecture) (5) 支柱五：交互与反应 (Interaction & Reaction) (1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (17 篇)

#题目一句话要点标签🔗⭐
1 Reducing Large Language Model Bias with Emphasis on 'Restricted Industries': Automated Dataset Augmentation and Prejudice Quantification 提出自动化数据集增强机制以减少大型语言模型偏见 large language model
2 Arcee's MergeKit: A Toolkit for Merging Large Language Models 提出MergeKit以解决大语言模型合并问题 large language model ✅
3 Hyacinth6B: A large language model for Traditional Chinese 提出Hyacinth6B以解决大型语言模型资源消耗问题 large language model
4 EthioLLM: Multilingual Large Language Models for Ethiopian Languages with Task Evaluation 提出EthioLLM以解决埃塞俄比亚语言处理不足问题 large language model ✅
5 Ayn: A Tiny yet Competitive Indian Legal Language Model Pretrained from Scratch 提出Ayn模型以解决印度法律领域的语言处理问题 large language model
6 Defending Against Indirect Prompt Injection Attacks With Spotlighting 提出Spotlighting技术以防御间接提示注入攻击 large language model
7 CoCoST: Automatic Complex Code Generation with Online Searching and Correctness Testing 提出CoCoST框架以解决复杂代码生成问题 large language model
8 Reverse Training to Nurse the Reversal Curse 提出反向训练以解决语言模型的反转诅咒问题 large language model
9 LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models 提出LlamaFactory以统一高效微调100+语言模型 large language model ✅
10 Train & Constrain: Phonologically Informed Tongue-Twister Generation from Topics and Paraphrases 提出基于音位信息的舌头扭曲生成方法以解决语言生成问题 large language model
11 SocialBench: Sociality Evaluation of Role-Playing Conversational Agents 提出SocialBench以评估角色扮演对话代理的社交能力 large language model ✅
12 Llama meets EU: Investigating the European Political Spectrum through the Lens of LLMs 通过Llama Chat分析欧盟政治光谱的研究 large language model
13 An Entropy-based Text Watermarking Detection Method 提出基于熵的文本水印检测方法以改善低熵场景的性能 large language model ✅
14 LeanReasoner: Boosting Complex Logical Reasoning with Lean 提出LeanReasoner以解决复杂逻辑推理问题 large language model
15 Reading Users' Minds from What They Say: An Investigation into LLM-based Empathic Mental Inference 利用大型语言模型进行用户心理推断以提升人本设计的可扩展性 large language model
16 Community Needs and Assets: A Computational Analysis of Community Conversations 提出基于自然语言处理的社区需求与资产分析方法 large language model ✅
17 Technical Report: Competition Solution For BetterMixture 提出BetterMixture解决方案以优化大语言模型的数据选择与混合 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🔗⭐
18 Instruction Multi-Constraint Molecular Generation Using a Teacher-Student Large Language Model 提出TSMMG模型以解决多约束分子生成问题 teacher-student distillation large language model
19 Teacher-Student Training for Debiasing: General Permutation Debiasing for Large Language Models 提出教师-学生训练方法以解决大语言模型的偏差问题 teacher-student distillation large language model
20 Facilitating Pornographic Text Detection for Open-Domain Dialogue Systems via Knowledge Distillation of Large Language Models 提出CensorChat以解决开放域对话系统中的色情文本检测问题 distillation large language model
21 Information-Theoretic Distillation for Reference-less Summarization 提出信息论蒸馏框架以实现无参考摘要生成 imitation learning distillation
22 Dynamic Reward Adjustment in Multi-Reward Reinforcement Learning for Counselor Reflection Generation 提出动态奖励调整方法以优化多重文本质量生成 reinforcement learning

🔬 支柱五：交互与反应 (Interaction & Reaction) (1 篇)

#题目一句话要点标签🔗⭐
23 Chain-of-Interaction: Enhancing Large Language Models for Psychiatric Behavior Understanding by Dyadic Contexts 提出Chain-of-Interaction方法以解决精神行为理解问题 dyadic interaction large language model

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