---
title: "Accounting — papers — Elamur Research"
description: "Accounting: 5 papers of the Elamur Research library, the most cited first — our summary of each, its ideas, references and who cites it."
canonical: "https://research.elamur.ai/free/en/shelves/business-management-and-accounting/accounting/"
---
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# 💼 Accounting

5 papers · the most cited first · [all shelves](https://md.research.elamur.ai/free/en/shelves/)

Accounting is a subfield of Business, Management and Accounting in the OpenAlex classification of science. The topics most of its papers here are on: «Financial Analysis and Corporate Governance», «Auditing, Earnings Management, Governance», «Financial Distress and Bankruptcy Prediction».

## Papers (5)

1. [**SAE-FiRE: Enhancing Earnings Surprise Predictions Through Sparse Autoencoder Feature Selection**Huopu Zhang, Yanguang Liu, Miao Zhang, et al.*2026 · 2 citations*](https://md.research.elamur.ai/free/en/papers/zhang-2026-sae-fire-enhancing-earnings-surprise/)
2. [**FinCall-Surprise: A Large Scale Multi-modal Benchmark for Earning Surprise Prediction**Dong Shu, Yanguang Liu, Huopu Zhang, et al.*2026 · 1 citation*](https://md.research.elamur.ai/free/en/papers/shu-2026-fincall-surprise-large-scale-multi/)
3. [**Analyze Like a Venture Capitalist: Information-Gain and Knowledge Enhanced Graph Reasoning for Startup Success Prediction**Haoyu Pei, Zhongyang Liu, Xiangyi Xiao, et al.*2026*](https://md.research.elamur.ai/free/en/papers/pei-2026-analyze-like-venture-capitalist-information/)
4. [**Not Everything Is Greenwashing: Limitations of Automatic Analysis of Sustainability Reports, and a Proposal**Maria Pilar Uribe Silva, Rik van Noord, Malvina Nissim*2026*](https://md.research.elamur.ai/free/en/papers/silva-2026-not-everything-is-greenwashing-limitations/)
5. [**QFinZero: A Unified Financial Toolchain for LLM-Based Trading Agents**Haochen Luo, Yifan LI, Ho Tin Ko, et al.*2026*](https://md.research.elamur.ai/free/en/papers/luo-2026-qfinzero-unified-financial-toolchain-llm/)

Updated 1 November 2026

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