🧑‍🔬 Fan Zhang

🏛️ Affiliations

🎓The University of TokyoTokyo · Japan2026 · 2 paperscurrent

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine.

🧭 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. Improving Faithfulness in Abstractive Summarization with Contrast Candidate Generation and Selection (2021 · 151 citations)
   Neural abstractive summarizers often produce extrinsic hallucinations, meaning content that does not appear in the source document.
2. FinChain: A Symbolic Benchmark for Verifiable Chain-of-Thought Financial Reasoning (2026 · 10 citations)
   Current financial QA benchmarks such as FinQA and ConvFinQA mostly score the final number a model produces.
3. FinCARDS: Card-Based Analyst Reranking for Financial Document Question Answering (2026 · 8 citations)
   Answering questions over long SEC filings (10-K/10-Q) depends on finding passages that match the right company, financial metric and fiscal period, and that often contain a concrete number.
4. FinReporting: An Agentic Workflow for Localized Reporting of Cross-Jurisdiction Financial Disclosure (2026 · 3 citations)
   Most LLM tools that extract and condense corporate financial statements are built for one market. They assume a single accounting taxonomy and filing format, which fails investors studying foreign firms. Across markets, similarly named line items can differ in meaning, equivalent concepts can carry different labels…

All works

5 works of theirs in our library, the most cited first; 4 with a page here, the others link their original until we summarise them.

1. Improving Faithfulness in Abstractive Summarization with Contrast Candidate Generation and SelectionConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Sihao Chen, Fan Zhang, Kazoo Sone, et al.2021 · 151 citations
2. FinChain: A Symbolic Benchmark for Verifiable Chain-of-Thought Financial ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Zhuohan Xie, Daniil Orel, Rushil Thareja, et al.2026 · 10 citations
3. FinCARDS: Card-Based Analyst Reranking for Financial Document Question AnsweringFindings of the Association for Computational LinguisticsYixi Zhou, Fan Zhang, YU Chen, et al.2026 · 8 citations
4. FinReporting: An Agentic Workflow for Localized Reporting of Cross-Jurisdiction Financial DisclosureAnnual Meeting of the Association for Computational Linguistics (ACL)Fan Zhang, Mingzi Song, Rania Elbadry, et al.2026 · 3 citations
5. TimeSAF: Towards LLM-Guided Semantic Asynchronous Fusion for Time Series Forecasting ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetFan Zhang, Shiming Fan, Hua Wang2026

🤝 Co-authors here

12 of 20 co-authors with a page, the most papers together first.

• Georgi Nenkov Georgiev ×2
• Yixi Zhou ×2
• Zhuohan Xie ×2
• Dan Roth
• Daniil Orel
• Debopriyo Banerjee
• Dhruv Sahnan
• Hachem Madmoun
• Haipeng Zhang
• Jimin Huang
• Jinyan Su
• Lingfei Qian

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

• Annual Meeting of the Association for Computational Linguistics (ACL) ×3: ACL 2026 ×2
• Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
• Conference of the North American Chapter of the Association for Computational Linguistics (NAACL): NAACL 2021

🔗 Cited by

Papers of our library cite their works 86 times (of the 149,439 papers whose bibliographies we read); 18 citing papers with a page here →.

Updated 1 November 2026

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