Interpretable Company Similarity with Sparse Autoencoders

Marco Molinari, Victor Shao, Luca Imeneo, Mateusz Mikolajczak, Abhimanyu Pandey, Vladimir Tregubiak, Sebastião Kuznetsov Ryder Torres Pereira. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 6: Industry Track). 2025.

Authors

Sebastião Pereira
Arvind Kumar Pandey (ORCID: https://orcid.org/0000-0002-5776-4883)
Mateusz Mikolajczak
Luca Imeneo (ORCID: https://orcid.org/0009-0006-6318-9869)
Marco Molinari (ORCID: https://orcid.org/0000-0001-9808-9688)
Vladimir Tregubiak
Victor Shao

Publication Details

Published: 2025-01-01
DOI: https://doi.org/10.18653/v1/2025.acl-industry.73
Primary Topic: Topic Modeling
Type: article
Field-Weighted Citation Impact: 0.00

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article

Interpretable Company Similarity with Sparse Autoencoders

Sebastião Pereira, Arvind Kumar Pandey, Mateusz Mikolajczak, Luca Imeneo et al.

Jan 1, 2025

Topic Modeling

article

Interpretable Company Similarity with Sparse Autoencoders

Sebastião Pereira, Arvind Kumar Pandey, Mateusz Mikolajczak, Luca Imeneo, Marco Molinari, Vladimir Tregubiak, Victor Shao

January 1, 2025article en

Abstract

Marco Molinari, Victor Shao, Luca Imeneo, Mateusz Mikolajczak, Abhimanyu Pandey, Vladimir Tregubiak, Sebastião Kuznetsov Ryder Torres Pereira. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 6: Industry Track). 2025.

Openalex Percentile: Top 90%

Topic Modeling

DOI Open Access PDF OpenAlex

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Interpretable Company Similarity with Sparse Autoencoders — Sebastião Pereira, Arvind Kumar Pandey, et al. · (2025) | TGRS Research Map | TGRS