DeepMind、斯坦福大学、博世人工智能中心、Google Research以及 LMU Munich的研究团队最近发表论文《将机器语言模型扩展到人类水平的语言理解》(Extending Machine Language Models toward Human-Level Language Understanding),回顾了最近在自然语言处理方面的突破,并提出了有待实现的目标。 研究人员认为,机器要达到人类水平的语...
[30]J. Devlin, M.-W. Chang, K. Lee, K. Toutanova, "BERT: Pre-training of deep bidirectional transformers for language understanding" in Proceedings of the 2019 Conference of the North American Chapter of the Association for Computatio...
VASCO PEDRO had always believed that, despite the rise of artificial intelligence (AI), getting machines to translate languages as well as professional translators do would always need a human in the loop.瓦斯科·佩德罗一直认为，尽管人工智能（AI）在不断进步，但要让机器达到专业翻译人员的水平，始终...
[3]B. Min et al., Recent advances in natural language processing via large pre-trained language models: A survey. arXiv [Preprint] (2021).http://arxiv.org/abs/2111.01243(Accessed 7 March 2023). [4]L. Ouyang et al., Training language models to follow instructions with human feedback. ...
AI systems can now learn and use human language, but they learn from astronomical amounts of language input—much more than children receive when learning how to understand and speak a language. The best AI systems are trained on text datasets containing trillions of words, whereas children recei...
Data in a specific language are more important for teaching the model specific cultural ideas and quirks.特定语言的数据对于训练模型特定的文化观念和特点更为重要。Models can also learn from human feedback, in which users rate an LLM’s answers.模型还可以从人类的反馈中学习，即用户对大型语言模型的...
language. If the back-translated sentence is not identical to the original, the neural networks are adjusted so that next time they’ll be closer. Denoising is similar to back translation, but instead of going from one language to another and back, it adds noise to a sentence (by ...
Liar'sjob... totestoutifAIisreallybetterthanahuman.说谎者的工作...来测试人工智能是否真的比人类更好。Let'sbegin.让我们开始吧。Testone.测试一。Herewego.来吧。WegaveBarryandKUDOa2020speechfromKingFelipeofSpain.我们给巴里和KUDO同一段西班牙国王费利佩于2020年的演讲。ThespeechisabouttheCOVIDcrisis.演讲...
a 3-dimensional coordinate system. In human language one might need thousands of parameters to ...
They may alsohallucinateinformation they don’t have to fit grammatical structures of the target language. 他们还可能会根据目标语言的语法结构,幻化出他们没有的信息。 “To have the perfect translation, you also have to have human-level intelligence,” says Mr Caswell. ...