62 citations · 104 across the 24 of their papers we have counts for
4 papers · 1 filter
Distilling an End-to-End Voice Assistant Without Instruction Training Data
William Held, Ella Li, Michael Ryan +3
Voice assistants, such as Siri and Google Assistant, typically model audio and text separately, resulting in lost speech information and increased complexity. Recent efforts to add…
Measuring and Addressing Indexical Bias in Information Retrieval
Caleb Ziems, William Held, Jane Dwivedi-Yu +1
Information Retrieval (IR) systems are designed to deliver relevant content, but traditional systems may not optimize rankings for fairness, neutrality, or the balance of ideas. Co…
Social Skill Training with Large Language Models
Diyi Yang, Caleb Ziems, William Held +3
People rely on social skills like conflict resolution to communicate effectively and to thrive in both work and personal life. However, practice environments for social skills are…
Unintended Impacts of LLM Alignment on Global Representation
Michael J. Ryan, William Held, Diyi Yang
Before being deployed for user-facing applications, developers align Large Language Models (LLMs) to user preferences through a variety of procedures, such as Reinforcement Learnin…