Going beyond Imagination! Enhancing Multi-modal Dialogue Agents with Synthetic Visual Descriptions

H Zhan, S Maruf, I Zukerman… - Proceedings of the 25th …, 2024‏ - aclanthology.org
Building a dialogue agent that can seamlessly interact with humans in multi-modal regimes,
requires two fundamental abilities:(1) understanding emotion and dialogue acts within …

SCREEN: A Benchmark for Situated Conversational Recommendation

D Lin, J Wang, CT Leong, W Li - Proceedings of the 32nd ACM …, 2024‏ - dl.acm.org
Engaging in conversational recommendations within a specific scenario represents a
promising paradigm in the real world. Scenario-relevant situations often affect conversations …

Few-shot intent detection with pre-trained language models: transferability, expressiveness and efficiency

H Zhang - 2024‏ - theses.lib.polyu.edu.hk
The identification of user intents is a fundamental component of a task-oriented dialogue
system, with the aim of detecting the intent underlying a user's utterance, according to which …