2 papers
cs.CL2024
ScribeAgent: Towards Specialized Web Agents Using Production-Scale Workflow Data
Junhong Shen, Atishay Jain, Zedian Xiao +4
Large Language Model (LLM) agents are rapidly improving to handle increasingly complex web-based tasks. Most of these agents rely on general-purpose, proprietary models like GPT-4…
cs.CL2023
Task-Agnostic Low-Rank Adapters for Unseen English Dialects
Zedian Xiao, William Held, Yanchen Liu +1
Large Language Models (LLMs) are trained on corpora disproportionally weighted in favor of Standard American English. As a result, speakers of other dialects experience significant…