1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.CL2025
LOCUS: A System and Method for Low-Cost Customization for Universal Specialization
Dhanasekar Sundararaman, Keying Li, Wayne Xiong +1
We present LOCUS (LOw-cost Customization for Universal Specialization), a pipeline that consumes few-shot data to streamline the construction and training of NLP models through tar…
cs.HC2024
Can we only use guideline instead of shot in prompt?
Jiaxiang Chen, Song Wang, Zhucong Li +4
Currently, prompting techniques can be mainly divided into two categories:1)shot method implicitly inspires the model to answer the question by mimicing the steps in the given exam…
cs.CL2024★ 1 cited
Developing a Reliable, Fast, General-Purpose Hallucination Detection and Mitigation Service
Song Wang, Xun Wang, Jie Mei +6
Hallucination, a phenomenon where large language models (LLMs) produce output that is factually incorrect or unrelated to the input, is a major challenge for LLM applications that…