Le Xiao

PatternGPT :A Pattern-Driven Framework for Large Language Model Text Generation

2023 · arXiv (Cornell University)

Large language models(LLMS)have shown excellent text generation capabilities, capable of generating fluent human-like responses for many downstream tasks. However, applying large language models to real-world critical tasks remains challenging due to their susceptibility to hallucinations …

LLM-DER:A Named Entity Recognition Method Based on Large Language Models for Chinese Coal Chemical Domain

2024 · arXiv (Cornell University)

Domain-specific Named Entity Recognition (NER), whose goal is to recognize domain-specific entities and their categories, provides an important support for constructing domain knowledge graphs. Currently, deep learning-based methods are widely used and effective in NER …