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--- nlp:bias [2023/02/08 05:04] – jmflanig
+++ nlp:bias [2025/05/14 18:36] (current) – [Dataset Bias] jmflanig
@@ Line 10: / Line 10: @@
     * [[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]]
+==== 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]]
@@ Line 44: / Line 46: @@
   * [[https://arxiv.org/pdf/1805.01042.pdf|Poliak et al 2018 - Hypothesis Only Baselines in Natural Language Inference]]
   * [[https://arxiv.org/pdf/1803.02324.pdf|Gururangan et al 2018 - Annotation Artifacts in Natural Language Inference Data]]
+  * [[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/2204.12708|Schwartz & Stanovsky 2022 - On the Limitations of Dataset Balancing: The Lost Battle Against Spurious Correlations]]
 ==== Reducing Annotation Artifacts During Dataset Creation ====