Benchmarking Large Language Models for Target-Based Financial Sentiment Analysis

Iftikhar Muhammad; Marco Rospocher; Timotej Knez; Slavko Žitnik

Benchmarking Large Language Models for Target-Based Financial Sentiment Analysis

Iftikhar Muhammad, Marco Rospocher, Timotej Knez, Slavko Žitnik

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Anthology ID:: 2025.clicit-1.74
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
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Publisher:: CEUR Workshop Proceedings
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Pages:: 785–795
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URL:: https://aclanthology.org/2025.clicit-1.74/
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Cite (ACL):: Iftikhar Muhammad, Marco Rospocher, Timotej Knez, and Slavko Žitnik. 2025. Benchmarking Large Language Models for Target-Based Financial Sentiment Analysis. In Proceedings of the Eleventh Italian Conference on Computational Linguistics (CLiC-it 2025), pages 785–795, Cagliari, Italy. CEUR Workshop Proceedings.
Cite (Informal):: Benchmarking Large Language Models for Target-Based Financial Sentiment Analysis (Muhammad et al., CLiC-it 2025)
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@inproceedings{muhammad-etal-2025-benchmarking,
    title = "Benchmarking Large Language Models for Target-Based Financial Sentiment Analysis",
    author = "Muhammad, Iftikhar  and
      Rospocher, Marco  and
      Knez, Timotej  and
      {\v{Z}}itnik, Slavko",
    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-1.74/",
    pages = "785--795",
    ISBN = "979-12-243-0587-3"
}

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%0 Conference Proceedings
%T Benchmarking Large Language Models for Target-Based Financial Sentiment Analysis
%A Muhammad, Iftikhar
%A Rospocher, Marco
%A Knez, Timotej
%A Žitnik, Slavko
%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 muhammad-etal-2025-benchmarking
%U https://aclanthology.org/2025.clicit-1.74/
%P 785-795

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Markdown (Informal)

[Benchmarking Large Language Models for Target-Based Financial Sentiment Analysis](https://aclanthology.org/2025.clicit-1.74/) (Muhammad et al., CLiC-it 2025)

Benchmarking Large Language Models for Target-Based Financial Sentiment Analysis (Muhammad et al., CLiC-it 2025)

ACL

Iftikhar Muhammad, Marco Rospocher, Timotej Knez, and Slavko Žitnik. 2025. Benchmarking Large Language Models for Target-Based Financial Sentiment Analysis. In Proceedings of the Eleventh Italian Conference on Computational Linguistics (CLiC-it 2025), pages 785–795, Cagliari, Italy. CEUR Workshop Proceedings.