Raymond Li
AI Developer
Large Language Models Lab
Raymond is a Research Developer in the Human-Machine Interaction Through Language program at ServiceNow Research. His research advances the path towards more natural interactions between humans and machines, using language as an interface. At ServiceNow Research, his work has focused on various NLP topics such as summarization and text-to-SQL. He now primarily works on semantic parsing and code generation problems. Raymond’s background is in Applied Mathematics and Computer Science. He holds a Master’s and engineering degree from École Polytechnique (France) as well as a MSc. in Computer Science from Polytechnique Montreal where he was supervised by Christopher Pal.
Interests
- Large Language Models
- Summarization
- Large Code Models
Publications
StarCoder: may the source be with you!.
ArXiv,
2023.
SantaCoder: don't reach for the stars!.
Workshop at the International Conference on Learning Representations (ICLR),
2023.
DuoRAT: Towards Simpler Text-to-SQL Models.
North American Chapter of the Association for Computational Linguistics (NAACL),
2021.
On Extractive and Abstractive Neural Document Summarization with Transformer Language Models.
Conference on Empirical Methods in Natural Language Processing (EMNLP),
2020.
Towards Deep Conversational Recommendations.
Conference on Neural Information Processing Systems (NeurIPS),
2018.