conftrace_

open science

11 papers

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Co-occurring keywords · papers mentioning both

research methodology (2) experimental methodology (2) machine learning research (2) machine learning (2) reproducible research (2) survey research (1) large language model (1) ethical compliance (1) source code availability (1) conference analysis (1)

Papers

The Unreasonable Effectiveness of Open Science in AI: A Replication Study AAAI 2025 What Do Machine Learning Researchers Mean by “Reproducible”? AAAI 2025 DataDreamer: A Tool for Synthetic Data Generation and Reproducible LLM Workflows ACL 2024 Shoulders of Giants: A Look at the Degree and Utility of Openness in NLP Research ACL 2024 What Can I Do with this Data Point? Towards Modeling Legal and Ethical Aspects of Linguistic Data Collection and (Re-)use COLING 2024 Investigating Reproducibility at Interspeech Conferences: A Longitudinal and Comparative Perspective Interspeech 2023 ACL Tutorial Proposal: Towards Reproducible Machine Learning Research in Natural Language Processing ACL 2022 Improving Reproducibility in Machine Learning Research(A Report from the NeurIPS 2019 Reproducibility Program) JMLR 2021 OpenML-Python: an extensible Python API for OpenML JMLR 2021 Preregistering NLP research NAACL 2021 The future of arXiv and knowledge discovery in open science EMNLP 2020