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Hugh Zhang

Hugh Zhang has 2 papers in our library, in 2021–2025, most of them on Text generation; often with Arvind Neelakantan, Daniel Duckworth, Daphne Ippolito.

2 papers in our library · 2021–2025

OpenAlex · ORCID · Wikidata · h-index 10 · 45 works · 649 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 445 times in our library · 3 more in our library without a page yet · ⭐ Paper Stars ranking: #4099

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🏛️Meteorological Service SingaporeSingapore · Singapore2023–2026 · 14 paperscurrent🏛️National Environment AgencySingapore · Singapore2026 · 2 paperscurrent🎓Harvard UniversityCambridge · United States2022–2024 · 6 papers🎓Stanford UniversityStanford · United States2020–2022 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 more institutions on single bylines are not listed.

 Concepts, shelves and topics

Of its works in our library: the number of works on each and its rating among them.

📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 workMathematics · 1 work

🧭 Topics 1Research subjects and languages the work is about.Text generation · 1 work

 Works by year

2020s

20251 paperHumanity's Last Exam20211 paperTrading Off Diversity and Quality in Natural Language Generation

 Papers

The most cited first (OpenAlex and our library).

  1. Humanity's Last Exam (2025 · 235 citations)
    Popular benchmarks such as MMLU are now close to saturated, so they no longer tell us much about how capable frontier LLMs have become.
  2. Trading Off Diversity and Quality in Natural Language Generation (2021 · 85 citations)
    Open-ended generation tasks such as dialogue or storytelling need outputs that are both good and varied, and the decoding algorithm largely determines this balance.

All works

5 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

  1. Humanity's Last ExamNatureLong Phan, Alice Gatti, Ziwen Han, et al.2025 · 235 citations
  2. Unifying Human and Statistical Evaluation for Natural Language GenerationarXiv:1904.02792 · original ↗ · no summary yetTatsunori B. Hashimoto, Hugh Zhang, Percy Liang2019 · 135 citations
  3. A Careful Examination of Large Language Model Performance on Grade School ArithmeticarXiv:2405.00332 · original ↗ · no summary yetHugh Zhang et al.2024 · 98 citations
  4. Trading Off Diversity and Quality in Natural Language GenerationProceedings of the Workshop on Human Evaluation of NLP Systems (HumEval)Hugh Zhang, Daniel Duckworth, Daphne Ippolito, et al.2021 · 85 citations
  5. Chain-of-Thought Reasoning is a Policy Improvement OperatorarXiv:2309.08589 · original ↗ · no summary yetHugh Zhang, David C. Parkes2023 · 11 citations

 Co-authors here

6 co-authors with a page, the most papers together first.

Venues

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

 Cited by

Papers of our library cite their works 445 times (of the 141,840 papers whose bibliographies we read); 54 citing papers with a page here →.

Updated

This page in Markdown → https://md.research.elamur.ai/free/en/authors/hugh-zhang/