Simran Arora

1. On the Opportunities and Risks of Foundation Models
   2021/08/16 by Rishi Bommasani, Bommasani, Rishi, Drew A. Hudson +233 · 11 voices · 547 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning #Topic Modeling
2. Language Models Enable Simple Systems for Generating Structured Views of Heterogeneous Data Lakes
   2023/04/19 by Simran Arora, Brandon Yang, Arora, Simran +11 · 1 voice · 28 citations
   Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #cs.CL
3. DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models
   2023/06/20 by Boxin Wang, Wang, Boxin, Weixin Chen +35 · 58 citations
   Computer Science · Medicine · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence in Healthcare and Education #Ethics and Social Impacts of AI
4. Simple linear attention language models balance the recall-throughput tradeoff
   2024/02/28 by Simran Arora, Arora, Simran, Sabri Eyuboglu +15 · 33 citations
   Computer Science · #Topic Modeling #Domain Adaptation and Few-Shot Learning #Advanced Graph Neural Networks
5. KernelBench: Can LLMs Write Efficient GPU Kernels?
   2025/02/14 by Anne Ouyang, Simon Guo, Ouyang, Anne +11 · 50 citations
   Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Machine Learning (cs.LG) #Machine Learning and Data Classification #Performance (cs.PF) #Software Engineering (cs.SE)
6. Zoology: Measuring and Improving Recall in Efficient Language Models
   2023/12/08 by Simran Arora, Arora, Simran, Sabri Eyuboglu +13 · 25 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Topic Modeling
7. Ask Me Anything: A simple strategy for prompting language models
   2022/10/05 by Simran Arora, Avanika Narayan, Arora, Simran +15 · 12 citations
   Computer Science · Medicine · #Topic Modeling #Natural Language Processing Techniques #Artificial Intelligence in Healthcare and Education
8. Cartridges: Lightweight and general-purpose long context representations via self-study
   2025/06/06 by Sabri Eyuboglu, Ryan Ehrlich, Eyuboglu, Sabri +18 · 20 citations
   Computer Science · Social Sciences · #Topic Modeling #Natural Language Processing Techniques #Computational and Text Analysis Methods
9. Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture
   2023/10/18 by Daniel Y. Fu, Fu, Daniel Y., Simran Arora +17 · 7 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural Networks and Applications #Topic Modeling
10. LoLCATs: On Low-Rank Linearizing of Large Language Models
    2024/10/14 by Michael Zhang, Simran Arora, Zhang, Michael +13 · 5 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
11. Reasoning over Public and Private Data in Retrieval-Based Systems
    2022/03/14 by Simran Arora, Patrick A. Lewis, Arora, Simran +7 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Data Security #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Privacy-Preserving Technologies in Data #Topic Modeling
12. Can Foundation Models Help Us Achieve Perfect Secrecy?
    2022/05/27 by Simran Arora, Arora, Simran, Christopher Ré +1 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
13. f(Q,L_m) gravity, and its cosmological implications
    2024/07/01 by Ayush Hazarika, Hazarika, Ayush, Simran Arora +5 · 3 citations
    Earth and Planetary Sciences · Physics and Astronomy · #Cosmology and Gravitation Theories #FOS: Physical sciences #General Relativity and Quantum Cosmology (gr-qc) #Geophysics and Gravity Measurements #High Energy Physics - Theory (hep-th) #Relativity and Gravitational Theory
14. Benchmarking and Building Long-Context Retrieval Models with LoCo and M2-BERT
    2024/02/12 by Jon Saad-Falcon, Saad-Falcon, Jon, Daniel Y. Fu +7 · 2 citations
    Computer Science · #Image Retrieval and Classification Techniques #Recommender Systems and Techniques #Semantic Web and Ontologies
15. Energy conditions in non‐minimally coupled <i>f</i>(<i>R</i>, <i>T</i>) gravity
    2021/01/01 by Pradyumn Kumar Sahoo, P. K. Sahoo, Sanjay Mandal +1 · 1 citation
    Physics and Astronomy · #Cosmology and Gravitation Theories #Black Holes and Theoretical Physics #Solar and Space Plasma Dynamics
16. Muon (g-2) and W-boson mass Anomaly in a Model Based on Z₄ Symmetry with Vector like Fermion
    2022/07/18 by Simran Arora, Monal Kashav, Arora, Simran +5 · 1 citation
    Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #Dark Matter and Cosmic Phenomena #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #Particle physics theoretical and experimental studies
17. Probing the Dynamics of Gaussian Dark Energy Equation of State Using DESI BAO
    2025/05/15 by Saddam Hussain, Hussain, Saddam, Simran Arora +5 · 4 citations
    Earth and Planetary Sciences · Physics and Astronomy · #Astronomy and Astrophysical Research #Cosmology and Gravitation Theories #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #General Relativity and Quantum Cosmology (gr-qc) #Geophysics and Gravity Measurements
18. Bootleg: Chasing the Tail with Self-Supervised Named Entity Disambiguation
    2020/10/20 by Laurel Orr, Megan Leszczynski, Orr, Laurel +11 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Web Data Mining and Analysis