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In this paper we suggest that amending speech act based models with sophisticated domain knowledge makes it possible to extend their applicability. Two kinds of ...
This paper introduces the Dialogue Game Description Language (DGDL), a domain specific language for describing dialectical games.
May 24, 2024 · We propose a novel framework SLIDE (Small and Large Integrated for Dialogue Evaluation), that leverages both a small, specialised model (SLM), and LLMs for the ...
Dec 15, 2022 · In this paper, we showcase the advantages of injecting domain-specific knowledge prior to fine-tuning on TOD tasks.
Jul 10, 2022 · Recent open-domain dialogue models have brought numerous breakthroughs. However, building a chat system is not scalable since.
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Abstract. One challenge for developing spoken dialogue sys- tems in multiple domains is facilitating system component communication using a shared domain.
May 22, 2024 · This article proposes a comprehensive strategy for training, evaluating, and optimizing domain-specific word2vec-based word embeddings, using social science ...
Feb 28, 2024 · In this paper, we introduce the modules of multi-domain gate and interactive dual attention as novel solutions to address the aforementioned concerns.
My research interests lie at the intersection between chitchat and task-oriented dialogues (TODs), with a specific focus on integrating capabilities ...
Jan 12, 2024 · We describe and compare different ways to integrate DSM models, based on real world experience of what has been shown to work in practice on ...