How will Language Modelers like ChatGPT Affect Occupations and Industries?
Recent dramatic increases in AI language modeling capabilities has led to many questions about the effect of these technologies on the economy. In this paper we present a methodology to systematically assess the extent to which occupations, industries and geographies are exposed to advances in AI language modeling capabilities. We find that the top occupations exposed to language modeling include telemarketers and a variety of post-secondary teachers such as English language and literature, foreign language and literature, and history teachers. We find the top industries exposed to advances in language modeling are legal services and securities, commodities, and investments. We also find a positive correlation between wages and exposure to AI language modeling.
Code (0)
등록된 구현이 없습니다.
Tasks
Language ModelingLanguage ModellingSimilar Papers 제목 키워드 기반
Playing with Words: Comparing the Vocabulary and Lexical Richness of ChatGPT and Humans
The introduction of Artificial Intelligence (AI) generative language models such as GPT (Generative Pre-trained Transformer) and tools such as ChatGPT has triggered a revolution that can transform how text is generated. …
Will Affective Computing Emerge from Foundation Models and General AI? A First Evaluation on ChatGPT
ChatGPT has shown the potential of emerging general artificial intelligence capabilities, as it has demonstrated competent performance across many natural language processing tasks. In this work, we evaluate the capabili…
Language ModelingLanguage ModellingSentiment Analysistext-classification+1Can ChatGPT's Responses Boost Traditional Natural Language Processing?
The employment of foundation models is steadily expanding, especially with the launch of ChatGPT and the release of other foundation models. These models have shown the potential of emerging capabilities to solve problem…
Language ModelingLanguage ModellingSentiment AnalysisThe Future of ChatGPT-enabled Labor Market: A Preliminary Study in China
As a phenomenal large language model, ChatGPT has achieved unparalleled success in various real-world tasks and increasingly plays an important role in our daily lives and work. However, extensive concerns are also raise…
Collaborative FilteringLanguage ModellingLarge Language ModelCircuitscape in Julia: High Performance Connectivity Modelling to Support Conservation Decisions
Connectivity across landscapes influences a wide range of conservation-relevant ecological processes, including species movements, gene flow, and the spread of wildfire, pests, and diseases. Recent improvements in remote…
Vocal Bursts Intensity Prediction