cs.CL（2023-10-26）

📊 共 21 篇论文 | 🔗 2 篇有代码

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支柱九：具身大模型 (Embodied Foundation Models) (19 🔗2) 支柱一：机器人控制 (Robot Control) (1) 支柱二：RL算法与架构 (RL & Architecture) (1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (19 篇)

#	题目	一句话要点	标签	🔗	⭐
1	JudgeLM: Fine-tuned Large Language Models are Scalable Judges	提出JudgeLM以高效评估大语言模型在开放场景中的表现	large language model multimodal	✅
2	Incorporating Probing Signals into Multimodal Machine Translation via Visual Question-Answering Pairs	提出通过视觉问答对增强多模态机器翻译的交互性	large language model multimodal	✅
3	ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought	提出ACT-SQL以提升文本到SQL的推理能力	large language model chain-of-thought
4	M2C: Towards Automatic Multimodal Manga Complement	提出多模态漫画补全方法以解决漫画理解问题	large language model multimodal
5	Can large language models replace humans in the systematic review process? Evaluating GPT-4's efficacy in screening and extracting data from peer-reviewed and grey literature in multiple languages	评估GPT-4在系统评价过程中的应用潜力	large language model
6	Evaluation of large language models using an Indian language LGBTI+ lexicon	提出基于印度语言LGBTI+词典的LLM评估方法	large language model
7	An Open Source Data Contamination Report for Large Language Models	提出开放源代码数据污染报告以解决大语言模型评估问题	large language model
8	The impact of responding to patient messages with large language model assistance	利用大型语言模型辅助响应患者信息以减轻临床负担	large language model
9	InstOptima: Evolutionary Multi-objective Instruction Optimization via Large Language Model-based Instruction Operators	提出InstOptima以解决指令生成效率低下问题	large language model
10	Proving Test Set Contamination in Black Box Language Models	提出无需访问预训练数据的语言模型测试集污染证明方法	large language model
11	"You Are An Expert Linguistic Annotator": Limits of LLMs as Analyzers of Abstract Meaning Representation	评估大型语言模型在抽象意义表示分析中的局限性	large language model
12	Outlier Dimensions Encode Task-Specific Knowledge	研究表明异常维度编码任务特定知识	large language model
13	Can LLMs Grade Short-Answer Reading Comprehension Questions : An Empirical Study with a Novel Dataset	利用大型语言模型自动评分短答案阅读理解题	large language model
14	Symbolic Planning and Code Generation for Grounded Dialogue	提出模块化对话系统以解决任务导向对话中的局限性	large language model
15	A Framework for Automated Measurement of Responsible AI Harms in Generative AI Applications	提出自动化框架以测量生成式AI应用中的责任AI危害	large language model
16	An Ensemble Method Based on the Combination of Transformers with Convolutional Neural Networks to Detect Artificially Generated Text	提出基于变换器与卷积神经网络的集成方法以检测人工生成文本	large language model
17	X-SNS: Cross-Lingual Transfer Prediction through Sub-Network Similarity	提出基于子网络相似性的方法以提升跨语言迁移预测能力	foundation model
18	Techniques for supercharging academic writing with generative AI	提出人机协作框架以提升学术写作质量与效率	large language model
19	FLEEK: Factual Error Detection and Correction with Evidence Retrieved from External Knowledge	提出FLEEK以解决文本信息中的事实错误检测与修正问题	large language model

🔬 支柱一：机器人控制 (Robot Control) (1 篇)

#	题目	一句话要点	标签	🔗	⭐
20	Meaning and understanding in large language models	探讨大型语言模型的理解能力与语义基础	manipulation large language model

🔬 支柱二：RL算法与架构 (RL & Architecture) (1 篇)

#	题目	一句话要点	标签	🔗	⭐
21	EMMA-X: An EM-like Multilingual Pre-training Algorithm for Cross-lingual Representation Learning	提出EMMA-X以解决跨语言表示学习中的数据稀缺问题	representation learning

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