Arora, Simran

1. On the Opportunities and Risks of Foundation Models
   2021/08/16 by Rishi Bommasani, Drew A. Hudson, Bommasani, Rishi +233 · 11 voices · 678 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 · 30 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 · 74 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 · 42 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, Ouyang, Anne, Simon Guo +11 · 57 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 · 31 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Topic Modeling
7. Can Foundation Models Wrangle Your Data?
   2022/05/20 by Avanika Narayan, Ines Chami, Narayan, Avanika +5 · 21 citations
   Computer Science · Decision Sciences · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
8. Ask Me Anything: A simple strategy for prompting language models
   2022/10/05 by Simran Arora, Arora, Simran, Avanika Narayan +15 · 16 citations
   Computer Science · Medicine · #Topic Modeling #Natural Language Processing Techniques #Artificial Intelligence in Healthcare and Education
9. ThunderKittens: Simple, Fast, and Adorable AI Kernels
   2024/10/27 by Spector, Benjamin F., Arora, Simran, Singhal, Aaryan +2 · 15 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
10. Just read twice: closing the recall gap for recurrent language models
    2024/07/07 by Simran Arora, Arora, Simran, Aman Timalsina +15 · 12 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
11. Cartridges: Lightweight and general-purpose long context representations via self-study
    2025/06/06 by Sabri Eyuboglu, Eyuboglu, Sabri, Ryan Ehrlich +18 · 21 citations
    Computer Science · Social Sciences · #Topic Modeling #Natural Language Processing Techniques #Computational and Text Analysis Methods
12. Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture
    2023/10/18 by Daniel Y. Fu, Fu, Daniel Y., Simran Arora +17 · 8 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural Networks and Applications #Topic Modeling
13. Reasoning over Public and Private Data in Retrieval-Based Systems
    2022/03/14 by Simran Arora, Patrick A. Lewis, Arora, Simran +7 · 3 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
14. Can Foundation Models Help Us Achieve Perfect Secrecy?
    2022/05/27 by Simran Arora, Arora, Simran, Christopher Ré +1 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
15. LoLCATs: On Low-Rank Linearizing of Large Language Models
    2024/10/14 by Michael Zhang, Zhang, Michael, Simran Arora +13 · 5 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
16. f(Q,L_m) gravity, and its cosmological implications
    2024/07/01 by Ayush Hazarika, Simran Arora, Hazarika, Ayush +5 · 4 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
17. 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
18. Contextual Embeddings: When Are They Worth It?
    2020/05/18 by Arora, Simran, May, Avner, Zhang, Jian +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
19. Dynamical dark energy parameterizations in VCDM
    2025/08/05 by Arora, Simran, De Felice, Antonio, Mukohyama, Shinji · 6 citations
    #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #General Relativity and Quantum Cosmology (gr-qc) #High Energy Physics - Theory (hep-th)
20. 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
21. Probing the Dynamics of Gaussian Dark Energy Equation of State Using DESI BAO
    2025/05/15 by Saddam Hussain, Hussain, Saddam, Simran Arora +5 · 6 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
22. ParallelKittens: Systematic and Practical Simplification of Multi-GPU AI Kernels
    2025/11/17 by Sul, Stuart H., Arora, Simran, Spector, Benjamin F. +1 · 3 citations
    #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
23. 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
24. Optimistic Verifiable Training by Controlling Hardware Nondeterminism
    2024/03/14 by Srivastava, Megha, Arora, Simran, Boneh, Dan · 1 citation
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
25. Interacting Scalar Fields as Dark Energy and Dark Matter in Einstein scalar Gauss Bonnet Gravity
    2025/07/07 by Hussain, Saddam, Arora, Simran, Rana, Yamuna +2 · 4 citations
    #FOS: Physical sciences #General Relativity and Quantum Cosmology (gr-qc) #High Energy Physics - Phenomenology (hep-ph)