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Rui Hou

Rui Hou has 4 papers in our library, in 2022–2024, most of them on Language models & pretraining, Multilingual & cross-lingual NLP, Bias, fairness & safety; often with Madian Khabsa, Yuning Mao, Jiawei Han.

4 papers in our library · 2022–2024

OpenAlex · ORCID · h-index 7 · 19 works · 249 citations OpenAlex, 2026-10-14

📄 4 works in our library · 🔗 Cited 368 times in our library · ⭐ Paper Stars ranking: #3248

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

🎓University of Electronic Science and Technology of ChinaChengdu · China2023–2026 · 4 paperscurrent🎓Chengdu University of TechnologyChengdu · China2020–2021 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 3 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 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 4 worksComputer Science · 4 worksArtificial Intelligence · 4 worksLanguage and Linguistics · 4 worksComputer Vision and Pattern Recognition · 1 work

🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 4 worksMultilingual & cross-lingual NLP · 1 workBias, fairness & safety · 1 work

 Works by year

2020s

20241 paperMART: Improving LLM Safety with Multi-round Automatic Red-Teaming20232 papersRui Hou's papers of 202320221 paperUniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning

 Papers

The most cited first (OpenAlex and our library).

  1. Effective Long-Context Scaling of Foundation Models (2023 · 177 citations)
    In 2023, strong long-input handling was mostly available through proprietary APIs. Earlier open attempts to extend context were usually judged only by perplexity or synthetic probes, and they often lost quality on short tasks. This Meta paper introduces Llama 2 Long, a family of 7B–70B models built by continuing to…
  2. UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning (2022 · 162 citations)
    Parameter-efficient language model tuning (PELT) methods adapt a frozen pre-trained model by training only a tiny set of parameters.
  3. XLM-V: Overcoming the Vocabulary Bottleneck in Multilingual Masked Language Models (2023 · 117 citations)
    Multilingual encoders such as XLM-R have grown in depth and parameter count, yet their vocabularies have stayed near 250K tokens shared by more than 100 languages.
  4. MART: Improving LLM Safety with Multi-round Automatic Red-Teaming (2024 · 79 citations)
    Making LLMs safe usually depends on human red-teaming, where many annotators spend months writing attack prompts and safe answers.

 Co-authors here

12 of 21 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 368 times (of the 141,840 papers whose bibliographies we read); 51 citing papers with a page here →.

Updated

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