conftrace_

data science

16 papers

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Also known as

DS

Co-occurring keywords · papers mentioning both

code generation (7) large language model (6) benchmark evaluation (4) artificial intelligence (2) machine learning (2) natural language to code (1) curriculum design (1) python programming (1) jupyter notebook (1) data science curriculum (1)

Papers

DSCodeBench: A Realistic Benchmark for Data Science Code Generation AAAI 2026 Comparing Artificial Intelligence Curricula in Canadian and US Universities AAAI 2025 Data Interpreter: An LLM Agent for Data Science ACL 2025 DSBC : Data Science task Benchmarking with Context engineering IJCNLP 2025 Why Stop at One Error? Benchmarking LLMs as Data Science Code Debuggers for Multi-Hop and Multi-Bug Errors EMNLP 2025 Benchmarking Data Science Agents ACL 2024 Can LLMs Implicitly Learn Numeric Parameter Constraints in Data Science APIs? NeurIPS 2024 DA-Code: Agent Data Science Code Generation Benchmark for Large Language Models EMNLP 2024 DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning ICML 2024 Time-Evolving Data Science and Artificial Intelligence for Advanced Open Environmental Science (TAIAO) Programme IJCAI 2024 DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation ICML 2023 How to Data in Datathons NeurIPS 2023 Modeling Metacognitive and Cognitive Processes in Data Science Problem Solving (Student Abstract) AAAI 2023 Execution-based Evaluation for Data Science Code Generation Models EMNLP 2022 Artificial Intelligence Competencies for Data Science Undergraduate Curricula AAAI 2019 Linking Educational Resources on Data Science AAAI 2019