cs.CL（2024-01-15）

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支柱九：具身大模型 (Embodied Foundation Models) (18 🔗3)

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

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1 Assessing the Latent Automated Program Repair Capabilities of Large Language Models using Round-Trip Translation 通过往返翻译评估大型语言模型的自动程序修复能力 large language model
2 A Study on Large Language Models' Limitations in Multiple-Choice Question Answering 研究大型语言模型在多项选择题回答中的局限性 large language model
3 Are self-explanations from Large Language Models faithful? 提出自一致性检查以评估大语言模型自我解释的可信度 large language model
4 The What, Why, and How of Context Length Extension Techniques in Large Language Models -- A Detailed Survey 探讨上下文长度扩展技术以提升大语言模型性能 large language model
5 Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding 提出投机解码以解决大语言模型推理延迟问题 large language model
6 Flexibly Scaling Large Language Models Contexts Through Extensible Tokenization 提出可扩展标记化方法以灵活扩展大语言模型的上下文 large language model
7 MAPLE: Multilingual Evaluation of Parameter Efficient Finetuning of Large Language Models 提出MAPLE以提升大语言模型的多语言微调性能 large language model
8 Question Translation Training for Better Multilingual Reasoning 提出问题翻译训练以提升多语言推理能力 large language model chain-of-thought ✅
9 Editing Arbitrary Propositions in LLMs without Subject Labels 提出一种无需主题标签的LLM任意命题编辑方法 large language model
10 JumpCoder: Go Beyond Autoregressive Coder via Online Modification 提出JumpCoder以解决代码生成中的自回归限制问题 large language model ✅
11 TAROT: A Hierarchical Framework with Multitask Co-Pretraining on Semi-Structured Data towards Effective Person-Job Fit 提出TAROT框架以解决在线招聘中的人岗匹配问题 large language model
12 Model Editing at Scale leads to Gradual and Catastrophic Forgetting 提出大规模模型编辑方法以解决遗忘问题 large language model
13 SciInstruct: a Self-Reflective Instruction Annotated Dataset for Training Scientific Language Models 提出SciInstruct以解决科学语言模型训练中的数据稀缺问题 large language model ✅
14 The Pitfalls of Defining Hallucination 提出逻辑基础的综合方法以解决NLG中的幻觉定义问题 large language model
15 Authorship Obfuscation in Multilingual Machine-Generated Text Detection 提出多语言机器生成文本检测的作者模糊化研究 large language model
16 Quantum Transfer Learning for Acceptability Judgements 提出量子迁移学习以解决自然语言处理中的可接受性判断问题 large language model
17 Prompting open-source and commercial language models for grammatical error correction of English learner text 评估开源与商业语言模型在英语学习者文本语法错误纠正中的表现 large language model
18 See the Unseen: Better Context-Consistent Knowledge-Editing by Noises 通过噪声提升知识编辑的一致性以解决LLMs的泛化问题 large language model

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