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Workshop on Insights from Negative Results in NLP
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Workshop on Insights from Negative Results in NLP
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Insights 2024
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2025-12-19 23:48:43
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Workshop on Insights from Negative Results in NLP | Insights 2024 Workshop on Insights from Negative Results in NLP June, 2024 (co-located with NAACL) About Call for papers Accepted papers Program Sponsors Organization Invited Speakers Program Committee Insights 2023 Insights 2022 Insights 2021 Insights 2020 Why negative results? Publication of negative results is difficult in most fields, but in NLP the problem is exacerbated by the near-universal focus on improvements in benchmarks. This situation implicitly discourages hypothesis-driven research, and it turns creation and fine-tuning of NLP models into art rather than science. Furthermore, it increases the time, effort, and carbon emissions spent on developing and tuning models, as the researchers have no opportunity to learn what has already been tried and failed. This workshop invites both practical and theoretical unexpected or negative results that have important implications for futu...
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