Cover Image

Interpretable Company Similarity with Sparse Autoencoders

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Molinari, Marco, Shao, Victor, Imeneo, Luca, Mikolajczak, Mateusz, Tregubiak, Vladimir, Pandey, Abhimanyu, Pereira, Sebastian Kuznetsov Ryder Torres
Format:	Preprint
Published:	2024
Subjects:	Computation and Language Machine Learning General Economics Economics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

How Human is AI? Examining the Impact of Emotional Prompts on Artificial and Human and Responsiveness
by: Bernays, Florence, et al.
Published: (2026)

Newswire: A Large-Scale Structured Database of a Century of Historical News
by: Silcock, Emily, et al.
Published: (2024)

The Effects of Immigration on Places and People -- Identification and Interpretation
by: Dustmann, Christian, et al.
Published: (2025)

Similarity of Information in Games
by: Basak, Deepal, et al.
Published: (2026)

Similarity of Information and Collective Action
by: Basak, Deepal, et al.
Published: (2024)

How does ClinicalTrials.gov Impact Company Innovation?
by: Niu, Yazhou
Published: (2024)

New Business Model for Sustainable Retail Company Using Design Thinking Concept
by: Kurniawan, Anton, et al.
Published: (2024)

A Rule-Based Methodology for Company Identification: Application to the Downstream Space Sector
by: Bousedra, Kenza, et al.
Published: (2024)

Who Gets the Callback? Generative AI and Gender Bias
by: Chaturvedi, Sugat, et al.
Published: (2025)

Signal or Noise? Evaluating Large Language Models in Resume Screening Across Contextual Variations and Human Expert Benchmarks
by: Varshney, Aryan, et al.
Published: (2025)

Evaluating and Aligning Human Economic Risk Preferences in LLMs
by: Liu, Jiaxin, et al.
Published: (2025)

Contrastive Bi-Encoder Models for Multi-Label Skill Extraction: Enhancing ESCO Ontology Matching with BERT and Attention Mechanisms
by: Sun, Yongming
Published: (2026)

Exploring Nature: Datasets and Models for Analyzing Nature-Related Disclosures
by: Schimanski, Tobias, et al.
Published: (2023)

A Multi-Task Evaluation of LLMs' Processing of Academic Text Input
by: Li, Tianyi, et al.
Published: (2025)

Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT
by: Reddy, Yanampally Abhiram, et al.
Published: (2025)

Identifying economic narratives in large text corpora -- An integrated approach using Large Language Models
by: Schmidt, Tobias, et al.
Published: (2025)

Course-Skill Atlas: A national longitudinal dataset of skills taught in U.S. higher education curricula
by: Sabet, Alireza Javadian, et al.
Published: (2024)

Contrastive Entity Coreference and Disambiguation for Historical Texts
by: Arora, Abhishek, et al.
Published: (2024)

Achieving Semantic Consistency: Contextualized Word Representations for Political Text Analysis
by: Zhang, Ruiyu, et al.
Published: (2024)

Narrative Shift Detection: A Hybrid Approach of Dynamic Topic Models and Large Language Models
by: Lange, Kai-Robin, et al.
Published: (2025)

Marriage Discourse on Chinese Social Media: An LLM-assisted Analysis
by: Ye, Frank Tian-Fang, et al.
Published: (2025)

Fair Document Valuation in LLM Summaries via Shapley Values
by: Ye, Zikun, et al.
Published: (2025)

Experimenting with Multi-modal Information to Predict Success of Indian IPOs
by: Ghosh, Sohom, et al.
Published: (2024)

News Deja Vu: Connecting Past and Present with Semantic Search
by: Franklin, Brevin, et al.
Published: (2024)

DeepGreen: Effective LLM-Driven Greenwashing Monitoring System Designed for Empirical Testing -- Evidence from China
by: Xu, Congluo, et al.
Published: (2025)

Seeing Through Green: Text-Based Classification and the Firm's Returns from Green Patents
by: Santarlasci, Lapo, et al.
Published: (2025)

STEER: Assessing the Economic Rationality of Large Language Models
by: Raman, Narun, et al.
Published: (2024)

Beyond Sentiment Classification: A Generative Framework for Emotion Intensity Evaluation in Text
by: Fabozzi, Francesco A., et al.
Published: (2026)

Entrepreneurial Motivations and ESG Performance Evidence from Automobile Companies Listed on the Chinese Stock Exchange
by: Cui, Jun
Published: (2025)

Does Ownership Structure Matter? A Case Study on Business Performance of Two Accounting Companies
by: Ghezzi, Reetta, et al.
Published: (2024)

Interpreting the Interpreter: Can We Model post-ECB Conferences Volatility with LLM Agents?
by: Collodel, Umberto
Published: (2025)

Real-time Monitoring of Economic Shocks using Company Websites
by: Koenig, Michael, et al.
Published: (2025)

Cultural Diversity and Its Impact on Governance
by: Evan, Tomáš, et al.
Published: (2021)

Clear Messages, Ambiguous Audiences: Measuring Interpretability in Political Communication
by: Sharma, Krishna, et al.
Published: (2026)

Measuring Innovation Patterns in Iran and Neighboring Countries: A Time Series Similarity Approach Using STL and Dynamic Time Warping
by: Goldani, Mahdi
Published: (2025)

The Explore of Knowledge Management Dynamic Capabilities, AI-Driven Knowledge Sharing, Knowledge-Based Organizational Support, and Organizational Learning on Job Performance: Evidence from Chinese Technological Companies
by: Cui, Jun
Published: (2025)

The Impact of Acquisitions in the Biotechnology Sector on R&D Productivity
by: Verginer, Luca, et al.
Published: (2022)

Scaling up to the cloud: Cloud technology use and growth rates in small and large firms
by: Caldarola, Bernardo, et al.
Published: (2024)

Job insecurity, equilibrium determinacy and E-stability in a New Keynesian model with asymmetric information. Theory and simulation analysis
by: Vota, Luca, et al.
Published: (2025)

Tradeable Import Certificates: A Promising Instrument to Support Domestic Production in Strategic Sectors?
by: Kranz, Sebastian
Published: (2025)