Jessica Ouyang

How Does Knowledge Selection Help Retrieval Augmented Generation?

2024 · arXiv (Cornell University)

Retrieval-augmented generation (RAG) is a powerful method for enhancing natural language generation by integrating external knowledge into a model's output. While prior work has demonstrated the importance of improving knowledge retrieval for boosting generation quality, …

A Robust Abstractive System for Cross-Lingual Summarization

2019

Jessica Ouyang, Boya Song, Kathy McKeown. Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers). 2019.