← Search

Xiaochen Liu

2 accepted papers

2024

An NLP-Focused Pilot Training Agent for Safe and Efficient Aviation Communication

NAACL 2024industry

Aviation communication significantly influences the success of flight operations, ensuring safety of lives and efficient air transportation. In day-to-day flight operations, air traffic controllers (ATCos) would timely communicate instructions to pilots using specific phraseology for aircraft manipu…

Cited by 0SourcePDFScholar
2022

PSP: Pre-trained Soft Prompts for Few-Shot Abstractive Summarization

COLING 2022main

Few-shot abstractive summarization has become a challenging task in natural language generation. To support it, we developed a novel soft prompts architecture coupled with a prompt pre-training plus prompt fine-tuning paradigm, which is effective and tunes only extremely light parameters. To meet th…

Cited by 26SourcePDFScholar