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Virginia Adams

Virginia Adams has 2 papers in our library, in 2024, most of them on Language models & pretraining; often with Aidan Swope, Anton Alexandrov, Ben Athiwaratkun.

2 papers in our library · 2024

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📄 2 works in our library · 🔗 Cited 277 times in our library · ⭐ Paper Stars ranking: #4122

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

 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).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 workInformation Systems · 1 work

🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work

 Works by year

2020s

20242 papersVirginia Adams's papers of 2024

 Papers

The most cited first (OpenAlex and our library).

  1. RedPajama: an Open Dataset for Training Large Language Models (2024 · 247 citations)
    Many leading LLMs are trained on data whose sources and cleaning steps are never disclosed. This makes open research on pretraining corpora slow and hard to replicate. The authors respond with two public releases. RedPajama-V1 rebuilds the LLaMA-1 training mixture from its brief published description and records…
  2. HelpSteer: Multi-attribute Helpfulness Dataset for SteerLM (2024 · 69 citations)
    Open helpfulness preference datasets usually give only an overall rating or a pairwise ranking. They do not say why one answer is better, so trained models can pick up shallow cues, such as preferring longer replies whether or not they are useful. The NVIDIA team built HelpSteer to address this. It is a…

 Co-authors here

11 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 277 times (of the 141,840 papers whose bibliographies we read); 23 citing papers with a page here →.

Updated

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