cs.CL（2023-11-02）

📊 共 17 篇论文

🎯 兴趣领域导航

支柱九：具身大模型 (Embodied Foundation Models) (13) 支柱二：RL算法与架构 (RL & Architecture) (4)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (13 篇)

#题目一句话要点标签🔗⭐
1 Adapting Fake News Detection to the Era of Large Language Models 提出适应大语言模型的假新闻检测方法以应对信息传播挑战 large language model
2 Learn to Refuse: Making Large Language Models More Controllable and Reliable through Knowledge Scope Limitation and Refusal Mechanism 提出拒绝机制以解决大型语言模型的可靠性问题 large language model
3 Chain of Empathy: Enhancing Empathetic Response of Large Language Models Based on Psychotherapy Models 提出Chain of Empathy方法以增强大语言模型的同理心响应 large language model
4 Predicting Question-Answering Performance of Large Language Models through Semantic Consistency 提出语义一致性评估框架以预测大语言模型问答性能 large language model
5 Divergent Token Metrics: Measuring degradation to prune away LLM components -- and optimize quantization 提出Divergent Token Metrics以优化LLM压缩与量化 large language model
6 An energy-based comparative analysis of common approaches to text classification in the Legal domain 提出能耗比较分析以优化法律领域文本分类方法 large language model
7 Revisiting the Knowledge Injection Frameworks 提出知识注入技术以解决LLMs领域适应性问题 large language model
8 Multi-dimensional data refining strategy for effective fine-tuning LLMs 提出多维数据精炼策略以有效微调大型语言模型 large language model
9 TopicGPT: A Prompt-based Topic Modeling Framework 提出TopicGPT以解决传统主题建模的可解释性与控制性问题 large language model
10 The Effect of Scaling, Retrieval Augmentation and Form on the Factual Consistency of Language Models 提出检索增强与扩展策略以提高语言模型的事实一致性 large language model
11 ChineseWebText: Large-scale High-quality Chinese Web Text Extracted with Effective Evaluation Model 提出EvalWeb工具链以解决中文网络文本提取质量问题 large language model
12 Noise-Robust Fine-Tuning of Pretrained Language Models via External Guidance 提出基于外部指导的噪声鲁棒预训练语言模型微调方法 large language model
13 Task-Agnostic Low-Rank Adapters for Unseen English Dialects 提出HyperLoRA以解决英语方言适应性不足问题 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🔗⭐
14 Implicit Chain of Thought Reasoning via Knowledge Distillation 通过知识蒸馏提出隐式推理链以解决推理能力不足问题 distillation chain-of-thought
15 Instruction Distillation Makes Large Language Models Efficient Zero-shot Rankers 提出指令蒸馏方法以提升大语言模型的零-shot排序效率 distillation large language model
16 The Impact of Preference Agreement in Reinforcement Learning from Human Feedback: A Case Study in Summarization 探讨偏好一致性对人类反馈强化学习在文本摘要中的影响 reinforcement learning RLHF
17 FLAP: Fast Language-Audio Pre-training 提出FLAP以高效学习音频与语言的对齐表示 contrastive learning large language model

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