On Overcoming Miscalibrated Conversational Priors in LLM-based Chatbots

On Overcoming Miscalibrated Conversational Priors in LLM-based Chatbots

1 June 2024

Christine Herlihy

Jennifer Neville

Tobias Schnabel

Adith Swaminathan

Papers citing "On Overcoming Miscalibrated Conversational Priors in LLM-based Chatbots"

9 / 9 papers shown

Title
LLMs Get Lost In Multi-Turn Conversation Philippe Laban Hiroaki Hayashi Yingbo Zhou Jennifer Neville 23 0 0 09 May 2025
Pretraining with random noise for uncertainty calibration Jeonghwan Cheon Se-Bum Paik OnRL 41 0 0 23 Dec 2024
Contextualized Evaluations: Taking the Guesswork Out of Language Model Evaluations Chaitanya Malaviya Joseph Chee Chang Dan Roth Mohit Iyyer Mark Yatskar Kyle Lo ELM 40 4 0 11 Nov 2024
Interpretable User Satisfaction Estimation for Conversational Systems with Large Language Models Ying-Chun Lin Jennifer Neville Jack W. Stokes Longqi Yang Tara Safavi ... Xia Song Georg Buscher Saurabh Tiwary Brent J. Hecht J. Teevan ELM 59 4 0 19 Mar 2024
KTO: Model Alignment as Prospect Theoretic Optimization Kawin Ethayarajh Winnie Xu Niklas Muennighoff Dan Jurafsky Douwe Kiela 153 437 0 02 Feb 2024
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 197 2,232 0 22 Mar 2023
Hierarchical Conversational Preference Elicitation with Bandit Feedback Jinhang Zuo Songwen Hu Tong Yu Shuai Li Handong Zhao Carlee Joe-Wong 21 9 0 06 Sep 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022