--- title: "Fan Zhang · The University of Tokyo — author profile and papers" description: "Fan Zhang, The University of Tokyo: 4 papers on Elamur Research (2021–2026), h-index 1 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/fan-zhang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/fan-zhang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Fan Zhang # Fan Zhang Fan Zhang has 4 papers in our library, in 2021–2026, most of them on [Question answering](https://md.research.elamur.ai/free/en/topics/question-answering/), [Summarization](https://md.research.elamur.ai/free/en/topics/summarization/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/); often with [Georgi Nenkov Georgiev](https://md.research.elamur.ai/free/en/authors/georgi-nenkov-georgiev/), [Yixi Zhou](https://md.research.elamur.ai/free/en/authors/yixi-zhou/), [Zhuohan Xie](https://md.research.elamur.ai/free/en/authors/zhuohan-xie/). 4 papers in our library · 2021–2026 [OpenAlex](https://openalex.org/A5139718015) · [**h-index 1**](https://openalex.org/authors/A5139718015) · [3 works](https://openalex.org/works?filter=author.id:A5139718015) · [2 citations](https://openalex.org/works?filter=author.id:A5139718015&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 4 works in our library](https://md.research.elamur.ai/free/en/authors/fan-zhang/#papers) · [🔗 Cited 86 times in our library](https://md.research.elamur.ai/free/en/authors/fan-zhang/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #5947](https://md.research.elamur.ai/free/en/paper-stars/page/60/#star-5947) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Fan+Zhang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Fan+Zhang) · [dblp](https://dblp.org/search?q=Fan+Zhang) · [ACL Anthology](https://aclanthology.org/search/?q=Fan+Zhang) ## Affiliations [🎓**The University of Tokyo** Tokyo · Japan 2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/universities/the-university-of-tokyo/) 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. 📚 Shelves 8 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 4 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 4 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Business, Management and Accounting · 1 work](https://md.research.elamur.ai/free/en/shelves/business-management-and-accounting/) · [Management Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/business-management-and-accounting/management-information-systems/) 🧭 Topics 5 Research subjects and languages the work is about.[Summarization · 1 work](https://md.research.elamur.ai/free/en/topics/summarization/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Information retrieval & search · 1 work](https://md.research.elamur.ai/free/en/topics/information-retrieval/) · [Question answering · 1 work](https://md.research.elamur.ai/free/en/topics/question-answering/) ## Works by year ### 2020s [**2026** 3 papers](https://md.research.elamur.ai/free/en/authors/fan-zhang/year/2026/) · [**2021** 1 paper](https://md.research.elamur.ai/free/en/authors/fan-zhang/year/2021/) ## Papers The most cited first (OpenAlex and our library). 1. **[Improving Faithfulness in Abstractive Summarization with Contrast Candidate Generation and Selection](https://md.research.elamur.ai/free/en/papers/chen-2021-improving-faithfulness-abstractive-summarization-contrast/)** *(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](https://md.research.elamur.ai/free/en/papers/xie-2026-finchain-symbolic-benchmark-verifiable-chain/)** *(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](https://md.research.elamur.ai/free/en/papers/zhou-2026-fincards-card-based-analyst-reranking/)** *(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](https://md.research.elamur.ai/free/en/papers/zhang-2026-finreporting-agentic-workflow-localized-reporting/)** *(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 Selection](https://md.research.elamur.ai/free/en/papers/chen-2021-improving-faithfulness-abstractive-summarization-contrast/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Sihao Chen, Fan Zhang, Kazoo Sone, et al.*2021 · 151 citations* 2. **[FinChain: A Symbolic Benchmark for Verifiable Chain-of-Thought Financial Reasoning](https://md.research.elamur.ai/free/en/papers/xie-2026-finchain-symbolic-benchmark-verifiable-chain/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Zhuohan Xie, Daniil Orel, Rushil Thareja, et al.*2026 · 10 citations* 3. **[FinCARDS: Card-Based Analyst Reranking for Financial Document Question Answering](https://md.research.elamur.ai/free/en/papers/zhou-2026-fincards-card-based-analyst-reranking/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Yixi Zhou, Fan Zhang, YU Chen, et al.*2026 · 8 citations* 4. **[FinReporting: An Agentic Workflow for Localized Reporting of Cross-Jurisdiction Financial Disclosure](https://md.research.elamur.ai/free/en/papers/zhang-2026-finreporting-agentic-workflow-localized-reporting/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Fan Zhang, Mingzi Song, Rania Elbadry, et al.*2026 · 3 citations* 5. **[TimeSAF: Towards LLM-Guided Semantic Asynchronous Fusion for Time Series Forecasting ↗](https://aclanthology.org/2026.acl-long.1208/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Fan Zhang, Shiming Fan, Hua Wang*2026* ## Co-authors here 12 of 20 co-authors with a page, the most papers together first. - [Georgi Nenkov Georgiev](https://md.research.elamur.ai/free/en/authors/georgi-nenkov-georgiev/) ×2 - [Yixi Zhou](https://md.research.elamur.ai/free/en/authors/yixi-zhou/) ×2 - [Zhuohan Xie](https://md.research.elamur.ai/free/en/authors/zhuohan-xie/) ×2 - [Dan Roth](https://md.research.elamur.ai/free/en/authors/dan-roth/) - [Daniil Orel](https://md.research.elamur.ai/free/en/authors/daniil-orel/) - [Debopriyo Banerjee](https://md.research.elamur.ai/free/en/authors/debopriyo-banerjee/) - [Dhruv Sahnan](https://md.research.elamur.ai/free/en/authors/dhruv-sahnan/) - [Hachem Madmoun](https://md.research.elamur.ai/free/en/authors/hachem-madmoun/) - [Haipeng Zhang](https://md.research.elamur.ai/free/en/authors/haipeng-zhang/) - [Jimin Huang](https://md.research.elamur.ai/free/en/authors/jimin-huang/) - [Jinyan Su](https://md.research.elamur.ai/free/en/authors/jinyan-su/) - [Lingfei Qian](https://md.research.elamur.ai/free/en/authors/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)](https://md.research.elamur.ai/free/en/venues/acl/) ×3: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) ×2 - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) - [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/): [NAACL 2021](https://md.research.elamur.ai/free/en/venues/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 →](https://md.research.elamur.ai/free/en/authors/fan-zhang/cited-by/). Updated 1 November 2026