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nlp:bias [2023/11/15 04:59] – jmflanignlp:bias [2025/05/14 18:36] (current) – [Dataset Bias] jmflanig
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   * **Papers**   * **Papers**
     * [[https://arxiv.org/pdf/2103.00453.pdf|Schick et al 2021 - Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP]]     * [[https://arxiv.org/pdf/2103.00453.pdf|Schick et al 2021 - Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP]]
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 +==== In Large Language Models ====
     * [[https://arxiv.org/pdf/2311.04892.pdf|Gupta et al 2023 - Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs]]     * [[https://arxiv.org/pdf/2311.04892.pdf|Gupta et al 2023 - Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs]]
  
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   * [[https://arxiv.org/pdf/1902.01007.pdf|McCoy et al 2019 - Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference]]   * [[https://arxiv.org/pdf/1902.01007.pdf|McCoy et al 2019 - Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference]]
   * [[https://arxiv.org/pdf/1908.07898.pdf|Geva et al 2019 - Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets]]   * [[https://arxiv.org/pdf/1908.07898.pdf|Geva et al 2019 - Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets]]
 +  * [[https://arxiv.org/pdf/2204.12708|Schwartz & Stanovsky 2022 - On the Limitations of Dataset Balancing: The Lost Battle Against Spurious Correlations]]
  
  
nlp/bias.1700024361.txt.gz · Last modified: 2023/11/15 04:59 by jmflanig
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