Hufsa Haq – Report on AI PDF Interrogator Research
Literature Survey on PDF Interrogation with ChatGPT In order to extract information from documents and utilise this information for answers, researchers have looked into ChatGPT’s potential as a PDF interrogator. ChatGPT interacts with users by being given a document as background and providing answers to their inquiries or information based on that PDF. The model produces answers by extracting information from the paper. Techniques to improve ChatGPT’s document interrogation capabilities have been investigated by researchers. To enhance the model's comprehension of factual data, outside knowledge sources like structured databases or knowledge graphs can be used 1 . ChatGPT’s document interrogation performance has been enhanced through the use of reinforcement learning. The model learns to produce more accurate and detailed responses depending on the document with the use of reward models and reinforcement signals 2 . One of the difficulties in employing ChatGPT for PDF...