NLP

This is the official repo for Automatic Short Answer Grading (ASAG) project, named LLMarking, from Xi’an Jiaotong Liverpool University (XJTLU). Using vLLM as the Large Language Model (LLM) inference framework and FastAPI as the HTTP service framework, this project can achieve high throughput of both LLM tokens delivered and request handling. Feature This project aims to achieve high concurrency automatic short answer grading (ASAG) system and implement the construction of service....

1. Workshop Description Quick question: Have you ever thought about a string being transformed into a word vector so that it can be further fed into a machine learning algorithm? In this workshop, we are going to dive into the fascinating world of Natural Language Processing (NLP) with our focus on Byte Pair Encoding (BPE) algorithm. We will discover how this powerful technique segments text into subword units, enabling efficient representation of words as vectors....