A Method for Extracting Information from Long Documents that Combines Large Language Models with Natural Language Understanding Techniques

Author:

Chen Linjie1,Sun Min1,Liu Jiarong1,Ding Pengyong1,Ma Yuliang1,Li Li1,Qian Lili2,Yang Yang2

Affiliation:

1. China Mobile Information Technology Company Limited,Shenzhen,China

2. China Mobile Information Technology Company Limited,Beijing,China

Publisher

IEEE

Reference10 articles.

1. Learning compact recurrent neural networks

2. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding;Devlin;NAACL-HLT,2019

3. Training language models to follow instructions with human feedback;Ouyang;NeurIPS,2022

4. LoRA: Low-Rank Adaptation of Large Language Models;Hu

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