Sökning: "prompt-learning"

Hittade 1 uppsats innehållade ordet prompt-learning.

  1. 1. Prompt-learning and Zero-shot Text Classification with Domain-specific Textual Data

    Master-uppsats, Uppsala universitet/Institutionen för lingvistik och filologi

    Författare :Hengyu Luo; [2023]
    Nyckelord :prompt-learning; zero-shot; few-shot; text classification; domain-specific; retail sector domain; customer-agent interaction; transformer; large language models; ChatGPT; natural language processing; machine learning; deep learning;

    Sammanfattning : The rapid growth of textual data in the digital age presents unique challenges in domain-specific text classification, particularly the scarcity of labeled data for many applications, due to expensive cost of manual labeling work. In this thesis, we explore the applicability of prompt-learning method, which is well-known for being suitable in few-shot scenarios and much less data-consuming, as an emerging alternative to traditional fine-tuning methods, for domain-specific text classification in the context of customer-agent interactions in the retail sector. LÄS MER