Shantanu Acharya
Shantanu Acharya has 2 papers in our library, in 2019–2024, most of them on Language models & pretraining; often with Alexander Panchenko, Arne Köhn, Boris Ginsburg.
OpenAlex · ORCID · h-index 4 · 16 works · 100 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 468 times in our library · ⭐ Paper Stars ranking: #4580
Affiliations
Fields, topics and concepts
📚 Shelves 5The 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 work
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work
Works by year
2020s
2010s
Papers
- RULER: What's the Real Context Size of Your Long-Context Language Models? (2024 · 400 citations)
Long-context language models are usually checked with the needle-in-a-haystack (NIAH) test. That test only shows whether a model can find one planted fact, so it says little about deeper use of long inputs. The NVIDIA authors built RULER, a fully synthetic benchmark whose input length and difficulty can be set… - Every Child Should Have Parents: A Taxonomy Refinement Algorithm Based on Hyperbolic Term Embeddings (2019 · 62 citations)
Taxonomies built automatically from text often contain two kinds of errors: orphans, which are terms left with no connections, and outliers, which are terms attached to the wrong parent.
Co-authors here
- Alexander Panchenko
- Arne Köhn
- Boris Ginsburg
- Cheng-Ping Hsieh
- Chris Biemann
- Fei Jia
- Rami Aly
- Samuel Kriman
- Simeng Sun
- Yang Zhang
Venues
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