# Speech and dialogue systems

**Type:** Topics  
**Canonical URL:** https://scholariq.org/topics/speech-and-dialogue-systems-2/

## Facts

| Field | Value |
| --- | --- |
| Citations | 539,114 |
| Description | This cluster of papers focuses on the modeling and optimization of dialogue acts in spoken language systems, utilizing techniques such as Markov decision processes, user simulation, multimodal interaction, reinforcement learning, natural language generation, and the hidden information state model. The research also delves into semantic processing, referring expressions, and the management of dialogues in various contexts. |
| Domain | Physical Sciences |
| Field | Computer Science |
| OpenAlex ID | https://openalex.org/T12031 |
| Works | 58,720 |

## Topic researchers

Showing 12 of 20.

- [Yoshua Bengio](https://scholariq.org/researchers/yoshua-bengio/)
- [Trevor Darrell](https://scholariq.org/researchers/trevor-darrell/)
- [Michael I. Jordan](https://scholariq.org/researchers/michael-i-jordan/)
- [Christopher D. Manning](https://scholariq.org/researchers/christopher-d-manning/)
- [Herbert A. Simon](https://scholariq.org/researchers/herbert-a-simon/)
- [Oriol Vinyals](https://scholariq.org/researchers/oriol-vinyals/)
- [Noam Chomsky](https://scholariq.org/researchers/noam-chomsky/)
- [Francisco Herrera](https://scholariq.org/researchers/francisco-herrera/)
- [Richard Socher](https://scholariq.org/researchers/richard-socher/)
- [Michael Tomasello](https://scholariq.org/researchers/michael-tomasello/)
- [Andrew Y. Ng](https://scholariq.org/researchers/andrew-y-ng/)
- [Quoc V. Le](https://scholariq.org/researchers/quoc-v-le/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.