HyLECA: A Framework for Developing Hybrid Long-term Engaging Controlled Conversational Agents Article Swipe
YOU?
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· 2023
· Open Access
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· DOI: https://doi.org/10.1145/3571884.3604404
We present HyLECA, an open-source framework designed for the development of long-term engaging controlled conversational agents. HyLECA's dialogue manager employs a hybrid architecture, combining rule-based methods for controlled dialogue flows with retrieval-based and generation-based approaches to enhance the utterance variability and flexibility. The motivation behind HyLECA lies in enhancing user engagement and enjoyment in task-oriented chatbots by leveraging the natural language generation capabilities of open-domain large language models within the confines of predetermined dialogue flows. Moreover, we discuss the technical capabilities, potential applications, relevance, and adaptability of the system. Lastly, we report preliminary findings from integrating state-of-the-art large language models in simulating a conversation centred on smoking cessation.
Related Topics
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1145/3571884.3604404
- OA Status
- green
- Cited By
- 10
- References
- 8
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4384520662
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W4384520662Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.1145/3571884.3604404Digital Object Identifier
- Title
-
HyLECA: A Framework for Developing Hybrid Long-term Engaging Controlled Conversational AgentsWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2023Year of publication
- Publication date
-
2023-07-17Full publication date if available
- Authors
-
Erkan Başar, Divyaa Balaji, Linwei He, Iris Hendrickx, Emiel Krahmer, Gert‐Jan de Bruijn, Tibor BosseList of authors in order
- Landing page
-
https://doi.org/10.1145/3571884.3604404Publisher landing page
- Open access
-
YesWhether a free full text is available
- OA status
-
greenOpen access status per OpenAlex
- OA URL
-
https://research.tilburguniversity.edu/en/publications/0b8c4ff2-ac87-4bf3-b6fb-bd86bd5bc2a5Direct OA link when available
- Concepts
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Computer science, Adaptability, Flexibility (engineering), Conversation, Relevance (law), Utterance, Human–computer interaction, Term (time), Dialog system, Task (project management), Natural language understanding, Domain (mathematical analysis), Natural language generation, Natural language, Artificial intelligence, World Wide Web, Systems engineering, Linguistics, Engineering, Physics, Mathematics, Mathematical analysis, Law, Biology, Philosophy, Quantum mechanics, Statistics, Ecology, Dialog box, Political scienceTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
10Total citation count in OpenAlex
- Citations by year (recent)
-
2025: 3, 2024: 4, 2023: 3Per-year citation counts (last 5 years)
- References (count)
-
8Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
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