Towards human-centered proactive conversational agents
Recent research on proactive conversational agents (PCAs) mainly focuses on improving
the system's capabilities in anticipating and planning action sequences to accomplish tasks …
the system's capabilities in anticipating and planning action sequences to accomplish tasks …
Proactive Conversational AI: A Comprehensive Survey of Advancements and Opportunities
Dialogue systems are designed to offer human users social support or functional services
through natural language interactions. Traditional conversation research has put significant …
through natural language interactions. Traditional conversation research has put significant …
Strength Lies in Differences! Towards Effective Non-collaborative Dialogues via Tailored Strategy Planning
We investigate non-collaborative dialogue agents that must engage in tailored strategic
planning for diverse users to secure a favorable agreement. This poses challenges for …
planning for diverse users to secure a favorable agreement. This poses challenges for …
NegotiationToM: A Benchmark for Stress-testing Machine Theory of Mind on Negotiation Surrounding
Large Language Models (LLMs) have sparked substantial interest and debate concerning
their potential emergence of Theory of Mind (ToM) ability. Theory of mind evaluations …
their potential emergence of Theory of Mind (ToM) ability. Theory of mind evaluations …
RENOVI: A Benchmark Towards Remediating Norm Violations in Socio-Cultural Conversations
Norm violations occur when individuals fail to conform to culturally accepted behaviors,
which may lead to potential conflicts. Remediating norm violations requires social …
which may lead to potential conflicts. Remediating norm violations requires social …
Language of bargaining
Leveraging an established exercise in negotiation education, we build a novel dataset for
studying how the use of language shapes bilateral bargaining. Our dataset extends existing …
studying how the use of language shapes bilateral bargaining. Our dataset extends existing …
NormMark: A Weakly Supervised Markov Model for Socio-cultural Norm Discovery
Norms, which are culturally accepted guidelines for behaviours, can be integrated into
conversational models to generate utterances that are appropriate for the socio-cultural …
conversational models to generate utterances that are appropriate for the socio-cultural …
Strength lies in differences! improving strategy planning for non-collaborative dialogues via diversified user simulation
We investigate non-collaborative dialogue agents, which are expected to engage in
strategic conversations with diverse users, for securing a mutual agreement that leans …
strategic conversations with diverse users, for securing a mutual agreement that leans …