Fangyu Lei

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authored 7 papers 9 months ago

S3Eval: A Synthetic, Scalable, Systematic Evaluation Suite for Large Language Models

Paper • 2310.15147 • Published Oct 23, 2023 • 2

Competition-Level Problems are Effective LLM Evaluators

Paper • 2312.02143 • Published Dec 4, 2023

MoELoRA: Contrastive Learning Guided Mixture of Experts on Parameter-Efficient Fine-Tuning for Large Language Models

Paper • 2402.12851 • Published Feb 20, 2024 • 2

Neeko: Leveraging Dynamic LoRA for Efficient Multi-Character Role-Playing Agent

Paper • 2402.13717 • Published Feb 21, 2024 • 3

OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments

Paper • 2404.07972 • Published Apr 11, 2024 • 50

Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?

Paper • 2407.10956 • Published Jul 15, 2024 • 7

Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Paper • 2411.07763 • Published Nov 12, 2024 • 2

authored a paper about 1 year ago

DA-Code: Agent Data Science Code Generation Benchmark for Large Language Models

Paper • 2410.07331 • Published Oct 9, 2024 • 5