3.2.2 Language-based Approach 3.3 Parameter-Effective Training 4 Alignment Evaluation 4.1 Evaluation Benchmarks 4.2 Evaluation Paradigm 5 Challenges and Future Directions 数据 2.1 Instructions from Human 2.1.1 NLP基准 在数据收集方面的直觉起点是将现有的NLP基准适应成自然语言指令。像Prompt-Source、FLAN和Su...
Anthropic《大型语言模型中的对齐伪装|Alignment faking in large language models》中英字幕deepseekGPT中英字幕课程资源 立即播放 打开App,流畅又高清100+个相关视频 更多2212 4 1:23:23 App 斯坦福大学《没有工作的世界|ECON295 CS323 2024 A World Without Work, Daniel Susskind》中英(豆包 1122 -- 51:50 ...
Alignment(对齐),意为使模型的表现和人们的意图保持一致。Alignment在大语言模型(LLMs)的应用中非常重要,因为在使用LLMs时,人们需要确保LLMs是可信的,不可信的LLMs如果被广泛应用于社会,会带来巨大的损失。例如:在进行医疗诊断时,假如LLM误诊,或是输出了错误的治疗方法,就会耽误病人的治疗,甚至是威胁到病人的生命安...
ABC Align: Large Language Model Alignmentfor Safety & AccuracyGareth Seneque, Lap-Hang Ho, Ariel Kuperman,Naf i se Erfanian Saeedi, and Jef f rey MolendijkAustralian Broadcasting CorporationAugust 2, 2024AbstractAlignment of Large Language Models (LLMs) remains an unsolved problem. Human prefer...
Step 5: Alignment and Post-Training in LLMs Large Language models can potentially generate content that may be harmful, biased, or misaligned with what users actually want or expect. Alignment refers to theprocess of aligning an LLM's behavior with human preferences and ethical principles. It ai...
Large Language Models (LLMs) have demonstrated remarkable proficiency in text generation and display an apparent understanding of both physical and social aspects of the world. In this study, we look into the capabilities of LLMs to generate responses that align with human values. We focus on ...
对齐含义:在自然语言处理中,对齐(Alignment)通常指将源语言和目标语言之间的单词或短语进行匹配,以便进行翻译或其他语言处理任务。对齐可以是单向的,也可以是双向的。在双向对齐中,源语言和目标语言之间的单词或短语是相互匹配的,这有助于提高翻译的准确性和流畅性。
State-of-the-art vision and vision-and-language models rely on large-scale visio-linguistic pretraining for obtaining good performance on a variety of down... A Singh,R Hu,V Goswami,... 被引量: 0发表: 2021年 Large-scale lexical and genetic alignment supports a hybrid model of Han Chines...
Alignment has become a critical step for instruction-tuned Large Language Models (LLMs) to become helpful assistants. However, the effective evaluation of alignment for emerging Chinese LLMs is still largely unexplored. To fill in this gap, we introduce AlignBench, a comprehensive multi-dimensional...
Alignment Toolkits Related Surveys A Survey of Large Language Models [Paper] A Survey on Multimodal Large Language Models [Paper] A Survey on Evaluation of Large Language Models [Paper] Challenges and Applications of Large Language Models [Paper] Harnessing the Power of LLMs in Practice: A Survey...