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Papers
Whom to Trust? Analyzing the Divergence Between User Satisfaction and LLM-as-a-Judge in E-Commerce RAG Systems
EACL 2026
Expectation Confirmation Preference Optimization for Multi-Turn Conversational Recommendation Agent
ACL 2025
Minority-Aware Satisfaction Estimation in Dialogue Systems via Preference-Adaptive Reinforcement Learning
IJCNLP 2025
Ready for You When You Are Back: Content-Driven Session-Based Recommendation for Continuity of Experience
AAAI 2025
Clarifying the Path to User Satisfaction: An Investigation into Clarification Usefulness
EACL 2024
Interpretable User Satisfaction Estimation for Conversational Systems with Large Language Models
ACL 2024
Unveiling User Satisfaction and Creator Productivity Trade-Offs in Recommendation Platforms
NeurIPS 2024
A Speaker Turn-Aware Multi-Task Adversarial Network for Joint User Satisfaction Estimation and Sentiment Analysis
AAAI 2023
Modeling User Satisfaction Dynamics in Dialogue via Hawkes Process
ACL 2023
Schema-Guided User Satisfaction Modeling for Task-Oriented Dialogues
ACL 2023
Towards Automated Dialog Personalization using MBTI Personality Indicators
Interspeech 2022
Self-Supervised Contrastive Learning for Efficient User Satisfaction Prediction in Conversational Agents
NAACL 2021
Turn-Level User Satisfaction Estimation in E-commerce Customer Service
ACL 2021
Empowering Active Learning to Jointly Optimize System and User Demands
ACL 2020
Incorporating Failure Events in Agents’ Decision Making to Improve User Satisfaction
IJCAI 2020
Joint Turn and Dialogue level User Satisfaction Estimation on Multi-Domain Conversations
EMNLP 2020
Session-Level User Satisfaction Prediction for Customer Service Chatbot in E-Commerce (Student Abstract)
AAAI 2020
Learning from Dialogue after Deployment: Feed Yourself, Chatbot!
ACL 2019
Domain-Independent User Satisfaction Reward Estimation for Dialogue Policy Learning
Interspeech 2017
Investigating the Effect of Conveying Understanding Results in Chat-Oriented Dialogue Systems
IJCNLP 2017
Predicting Users’ Negative Feedbacks in Multi-Turn Human-Computer Dialogues
IJCNLP 2017
Making Personal Digital Assistants Aware of What They Do Not Know
Interspeech 2016
Predicting User Satisfaction from Turn-Taking in Spoken Conversations
Interspeech 2016