用手链和餐厅菜单教授NLP:面向意大利学生的互动工作坊
Teaching NLP with Bracelets and Restaurant Menus: An Interactive Workshop for Italian Students
AI总结:
针对意大利高中缺乏计算语言学教育的问题,开发了面向13至18岁学生的互动工作坊,通过游戏化方式教授NLP和计算语言学核心概念,以提升学生的认知与长期兴趣。
摘要:
尽管自然语言处理(NLP)是年轻人在日常生活中使用的许多工具的核心,但(意大利的)高中课程并未包含任何计算语言学教育。这种接触的缺失使得这些工具的使用不如预期的那样负责任,并且使得选择计算语言学作为大学学位的可能性降低。为了提高年轻人的意识、好奇心和长期兴趣,我们开发了一个互动工作坊,旨在向13至18岁的意大利高中生展示NLP和计算语言学的基本原理。该工作坊以游戏的形式进行,参与者扮演机器的角色,需要解决计算机在理解语言时面临的一些最常见问题:从语音识别到马尔可夫链再到句法分析。在讲师的帮助下,参与者被引导完成工作坊,讲师展示活动并解释计算语言学的核心概念。该工作坊于2019年至2021年间在意大利的众多场合展示,既有面对面形式也有在线形式。
英文摘要:
Although Natural Language Processing (NLP) is at the core of many tools young people use in their everyday life, high school curricula (in Italy) do not include any computational linguistics education. This lack of exposure makes the use of such tools less responsible than it could be and makes choosing computational linguistics as a university degree unlikely. To raise awareness, curiosity, and longer-term interest in young people, we have developed an interactive workshop designed to illustrate the basic principles of NLP and computational linguistics to high school Italian students aged between 13 and 18 years. The workshop takes the form of a game in which participants play the role of machines needing to solve some of the most common problems a computer faces in understanding language: from voice recognition to Markov chains to syntactic parsing. Participants are guided through the workshop with the help of instructors, who present the activities and explain core concepts from computational linguistics. The workshop was presented at numerous outlets in Italy between 2019 and 2021, both face-to-face and online.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。