A multi-stage framework for emotionally intelligent dialogue systems using topological sentiment encoding and causal policy optimization

Amreen Habibullah Khan, Amit Pimpalkar, Tabassum H. Khan, Sonali Mahure, Sireesha Koneru, Niraj Kumar Dewangan, Harika Vanam

Open source

DOI
10.1371/journal.pone.0361365
Published
2026-10-28
Container
PLOS One
Publisher
Public Library of Science (PLoS)
Open access
unknown

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BibTeX

@article{allodium:10.1371/journal.pone.0361365,
  title = {A multi-stage framework for emotionally intelligent dialogue systems using topological sentiment encoding and causal policy optimization},
  author = {Amreen Habibullah Khan and Amit Pimpalkar and Tabassum H. Khan and Sonali Mahure and Sireesha Koneru and Niraj Kumar Dewangan and Harika Vanam},
  year = {2026},
  journal = {PLOS One},
  doi = {10.1371/journal.pone.0361365},
  url = {https://doi.org/10.1371/journal.pone.0361365}
}

RIS

TY  - JOUR
TI  - A multi-stage framework for emotionally intelligent dialogue systems using topological sentiment encoding and causal policy optimization
AU  - Amreen Habibullah Khan
AU  - Amit Pimpalkar
AU  - Tabassum H. Khan
AU  - Sonali Mahure
AU  - Sireesha Koneru
AU  - Niraj Kumar Dewangan
AU  - Harika Vanam
PY  - 2026
JO  - PLOS One
DO  - 10.1371/journal.pone.0361365
UR  - https://doi.org/10.1371/journal.pone.0361365
ER  - 

APA

Khan, A. H., Pimpalkar, A., Khan, T. H., Mahure, S., Koneru, S., Dewangan, N. K., & Vanam, H. (2026). A multi-stage framework for emotionally intelligent dialogue systems using topological sentiment encoding and causal policy optimization. PLOS One. https://doi.org/10.1371/journal.pone.0361365

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