Renze Lou

Large Language Model Instruction Following: A Survey of Progresses and Challenges

2023 · arXiv (Cornell University)

Task semantics can be expressed by a set of input-output examples or a piece of textual instruction. Conventional machine learning approaches for natural language processing (NLP) mainly rely on the availability of large-scale sets of …

Large Language Models for Mathematical Reasoning: Progresses and Challenges

2024

Janice Ahn, Rishu Verma, Renze Lou, Di Liu, Rui Zhang, Wenpeng Yin. Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop. 2024.