Interpretable Company Similarity with Sparse Autoencoders

Marco Molinari 0002, Victor Shao, Luca Imeneo, Mateusz Mikolajczak, Abhimanyu Pandey, Vladimir Tregubiak, Sebastião Kuznetsov Ryder Torres Pereira. Interpretable Company Similarity with Sparse Autoencoders. In Georg Rehm, Yunyao Li 0001, editors, Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 6: Industry Track), ACL 2025, Vienna, Austria, July 27 - August 1, 2025. pages 1027-1038, Association for Computational Linguistics, 2025. [doi]

Authors

Marco Molinari 0002

This author has not been identified. Look up 'Marco Molinari 0002' in Google

Victor Shao

This author has not been identified. Look up 'Victor Shao' in Google

Luca Imeneo

This author has not been identified. Look up 'Luca Imeneo' in Google

Mateusz Mikolajczak

This author has not been identified. Look up 'Mateusz Mikolajczak' in Google

Abhimanyu Pandey

This author has not been identified. Look up 'Abhimanyu Pandey' in Google

Vladimir Tregubiak

This author has not been identified. Look up 'Vladimir Tregubiak' in Google

Sebastião Kuznetsov Ryder Torres Pereira

This author has not been identified. Look up 'Sebastião Kuznetsov Ryder Torres Pereira' in Google