← Search

Kenneth Joseph

3 accepted papers

2025

A Recipe For Building a Compliant Real Estate Chatbot

COLING 2025industry

In recent years, there has been significant effort to align large language models with human preferences. This work focuses on developing a chatbot specialized in the real estate domain, with an emphasis on incorporating compliant behavior to ensure it can be used without perpetuating discriminatory…

2023

Strategic Behavior in Two-sided Matching Markets with Prediction-enhanced Preference-formation

NeurIPS 2023poster

Two-sided matching markets have long existed to pair agents in the absence of regulated exchanges. A common example is school choice, where a matching mechanism uses student and school preferences to assign students to schools. In such settings, forming preferences is both difficult and critical. P…

2021

(Mis)alignment Between Stance Expressed in Social Media Data and Public Opinion Surveys

EMNLP 2021main

Stance detection, which aims to determine whether an individual is for or against a target concept, promises to uncover public opinion from large streams of social media data. Yet even human annotation of social media content does not always capture “stance” as measured by public opinion polls. We d…

Cited by 20SourcePDFScholar