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Lingjiao Chen

Articles

  • Mar 12, 2024 | hdsr.mitpress.mit.edu | Lingjiao Chen |Matei Zaharia |James Zou

    GPT-3.5 and GPT-4 are the two most widely used large language model (LLM) services. However, when and how these models are updated over time is opaque. Here, we evaluate the March 2023 and June 2023 versions of GPT-3.5 and GPT-4 on several diverse tasks: 1) math problems, 2) sensitive/dangerous questions, 3) opinion surveys, 4) multi-hop knowledge-intensive questions, 5) generating code, 6) U.S. Medical License tests, and 7) visual reasoning.

  • Feb 18, 2024 | bair.berkeley.edu | Ritwik Gupta |Matei Zaharia |Omar Khattab |Lingjiao Chen

    AI caught everyone’s attention in 2023 with Large Language Models (LLMs) that can be instructed to perform general tasks, such as translation or coding, just by prompting. This naturally led to an intense focus on models as the primary ingredient in AI application development, with everyone wondering what capabilities new LLMs will bring.

  • Jul 19, 2023 | huggingface.co | Lingjiao Chen |Matei Zaharia |James Zou

    Papers Published on Jul 18 · Featured in Daily Papers on Jul 19 Abstract GPT-3.5 and GPT-4 are the two most widely used large language model (LLM)services. However, when and how these models are updated over time is opaque.

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