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research methodology

27 papers

Papers

Awes, Laws, and Flaws From Today’s LLM Research ACL 2025 Interactive platform for the exploration of large-scale ‘living’ systematic maps ACL 2025 Paradigms of AI Evaluation: Mapping Goals, Methodologies and Culture IJCAI 2025 Participatory Design for Positive Impact: Behind the Scenes of Three NLP Projects ACL 2025 What Do Machine Learning Researchers Mean by “Reproducible”? AAAI 2025 “Get Their Hands Dirty, Not Mine”: On Researcher-Annotator Collaboration and the Agency of Annotators ACL 2024 A Two-Sided Discussion of Preregistration of NLP Research EACL 2023 Everyone has an accent Interspeech 2023 Food Information Engineering: A Systematic Literature Review AAAI 2023 NLP Reproducibility For All: Understanding Experiences of Beginners ACL 2023 Reproducibility in NLP: What Have We Learned from the Checklist? ACL 2023 Shared Tasks as Tutorials: A Methodical Approach AAAI 2023 To Build Our Future, We Must Know Our Past: Contextualizing Paradigm Shifts in Natural Language Processing EMNLP 2023 ACL Tutorial Proposal: Towards Reproducible Machine Learning Research in Natural Language Processing ACL 2022 A Major Obstacle for NLP Research: Let’s Talk about Time Allocation! EMNLP 2022 The Dangers of Underclaiming: Reasons for Caution When Reporting How NLP Systems Fail ACL 2022 The Human Evaluation Datasheet: A Template for Recording Details of Human Evaluation Experiments in NLP ACL 2022 Changes in Twitter geolocations: Insights and suggestions for future usage EMNLP 2021 Reviewing Natural Language Processing Research EACL 2021 Scientific Credibility of Machine Translation Research: A Meta-Evaluation of 769 Papers ACL 2021 Targeting the Benchmark: On Methodology in Current Natural Language Processing Research ACL 2021 Methodological Issues in Recommender Systems Research (Extended Abstract) IJCAI 2020 Not All Claims are Created Equal: Choosing the Right Statistical Approach to Assess Hypotheses ACL 2020 On Forgetting to Cite Older Papers: An Analysis of the ACL Anthology ACL 2020 Reviewing Natural Language Processing Research ACL 2020