Sökning: "Prompt-based Learning"

Hittade 2 uppsatser innehållade orden Prompt-based Learning.

1. 1. Information Extraction for Test Identification in Repair Reports in the Automotive Domain

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

   Författare :Huang Jie; [2023]
   Nyckelord :text classification; information retrieval; contrastive learning; prompt-based fine-tuning; large language models;

   Sammanfattning : The knowledge of tests conducted on a problematic vehicle is essential for enhancing the efficiency of mechanics. Therefore, identifying the tests performed in each repair case is of utmost importance. This thesis explores techniques for extracting data from unstructured repair reports to identify component tests. LÄS MER

3. 2. Few-shot Question Generation with Prompt-based Learning

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

   Författare :Yongchao Wu; [2022]
   Nyckelord :Nautral Lanugage Processing; Question Generation; Neural Networks; Prompt-based Learning; Language Models;

   Sammanfattning : Question generation (QG), which automatically generates good-quality questions from a piece of text, is capable of lowering the cost of the manual composition of questions. Recently Question generation has attracted increasing interest for its ability to supply a large number of questions for developing conversation systems and educational applications, as well as corpus development for natural language processing (NLP) research tasks, such as question answering and reading comprehension. LÄS MER