Diffusion-Aided RAG: Elevating Dense-Retrieval Chatbots via Graph-Based Diffusion Reranking

Sai Teja Dampanaboina; Sai Nishchal Gamini; Karishma Kunwar; Marco Polignano; Marco Levantesi; Giovanni Semeraro; Ernesto William De Luca

Diffusion-Aided RAG: Elevating Dense-Retrieval Chatbots via Graph-Based Diffusion Reranking

Sai Teja Dampanaboina, Sai Nishchal Gamini, Karishma Kunwar, Marco Polignano, Marco Levantesi, Giovanni Semeraro, Ernesto William De Luca

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Anthology ID:: 2025.clicit-1.36
Volume:: Proceedings of the Eleventh Italian Conference on Computational Linguistics (CLiC-it 2025)
Month:: September
Year:: 2025
Address:: Cagliari, Italy
Editors:: Cristina Bosco, Elisabetta Jezek, Marco Polignano, Manuela Sanguinetti
Venue:: CLiC-it
SIG:
Publisher:: CEUR Workshop Proceedings
Note:
Pages:: 352–362
Language:
URL:: https://aclanthology.org/2025.clicit-1.36/
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Cite (ACL):: Sai Teja Dampanaboina, Sai Nishchal Gamini, Karishma Kunwar, Marco Polignano, Marco Levantesi, Giovanni Semeraro, and Ernesto William De Luca. 2025. Diffusion-Aided RAG: Elevating Dense-Retrieval Chatbots via Graph-Based Diffusion Reranking. In Proceedings of the Eleventh Italian Conference on Computational Linguistics (CLiC-it 2025), pages 352–362, Cagliari, Italy. CEUR Workshop Proceedings.
Cite (Informal):: Diffusion-Aided RAG: Elevating Dense-Retrieval Chatbots via Graph-Based Diffusion Reranking (Dampanaboina et al., CLiC-it 2025)
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PDF:: https://aclanthology.org/2025.clicit-1.36.pdf

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@inproceedings{dampanaboina-etal-2025-diffusion,
    title = "Diffusion-Aided {RAG}: Elevating Dense-Retrieval Chatbots via Graph-Based Diffusion Reranking",
    author = "Dampanaboina, Sai Teja  and
      Gamini, Sai Nishchal  and
      Kunwar, Karishma  and
      Polignano, Marco  and
      Levantesi, Marco  and
      Semeraro, Giovanni  and
      De Luca, Ernesto William",
    editor = "Bosco, Cristina  and
      Jezek, Elisabetta  and
      Polignano, Marco  and
      Sanguinetti, Manuela",
    booktitle = "Proceedings of the Eleventh Italian Conference on Computational Linguistics (CLiC-it 2025)",
    month = sep,
    year = "2025",
    address = "Cagliari, Italy",
    publisher = "CEUR Workshop Proceedings",
    url = "https://aclanthology.org/2025.clicit-1.36/",
    pages = "352--362",
    ISBN = "979-12-243-0587-3"
}

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%0 Conference Proceedings
%T Diffusion-Aided RAG: Elevating Dense-Retrieval Chatbots via Graph-Based Diffusion Reranking
%A Dampanaboina, Sai Teja
%A Gamini, Sai Nishchal
%A Kunwar, Karishma
%A Polignano, Marco
%A Levantesi, Marco
%A Semeraro, Giovanni
%A De Luca, Ernesto William
%Y Bosco, Cristina
%Y Jezek, Elisabetta
%Y Polignano, Marco
%Y Sanguinetti, Manuela
%S Proceedings of the Eleventh Italian Conference on Computational Linguistics (CLiC-it 2025)
%D 2025
%8 September
%I CEUR Workshop Proceedings
%C Cagliari, Italy
%@ 979-12-243-0587-3
%F dampanaboina-etal-2025-diffusion
%U https://aclanthology.org/2025.clicit-1.36/
%P 352-362

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Markdown (Informal)

[Diffusion-Aided RAG: Elevating Dense-Retrieval Chatbots via Graph-Based Diffusion Reranking](https://aclanthology.org/2025.clicit-1.36/) (Dampanaboina et al., CLiC-it 2025)

Diffusion-Aided RAG: Elevating Dense-Retrieval Chatbots via Graph-Based Diffusion Reranking (Dampanaboina et al., CLiC-it 2025)

ACL

Sai Teja Dampanaboina, Sai Nishchal Gamini, Karishma Kunwar, Marco Polignano, Marco Levantesi, Giovanni Semeraro, and Ernesto William De Luca. 2025. Diffusion-Aided RAG: Elevating Dense-Retrieval Chatbots via Graph-Based Diffusion Reranking. In Proceedings of the Eleventh Italian Conference on Computational Linguistics (CLiC-it 2025), pages 352–362, Cagliari, Italy. CEUR Workshop Proceedings.