2 papers
cs.CL2024
RoT: Enhancing Large Language Models with Reflection on Search Trees
Wenyang Hui, Kewei Tu
Large language models (LLMs) have demonstrated impressive capability in reasoning and planning when integrated with tree-search-based prompting methods. However, since these method…
cs.CL2024
Using Interpretation Methods for Model Enhancement
Zhuo Chen, Chengyue Jiang, Kewei Tu
In the age of neural natural language processing, there are plenty of works trying to derive interpretations of neural models. Intuitively, when gold rationales exist during traini…