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Introducing an Interpretable Deep Learning Approach to Domain-Specific Dictionary Creation: A Use Case for Conflict Prediction

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References

2011When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks6,003 cited
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2013Introducing the UCDP Georeferenced Event Dataset1,229 cited
1967The General Inquirer: A Computer Approach to Content Analysis.723 cited
1992A Conflict-Cooperation Scale for WEIS Events Data564 cited
2021Word Embeddings: What Works, What Doesn’t, and How to Tell the Difference for Applied Research249 cited
2020Latent Semantic Scaling: A Semisupervised Text Analysis Technique for New Domains and Languages124 cited
2021The Geopolitical Threat Index: A Text-Based Computational Approach to Identifying Foreign Threats33 cited

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2023On Finetuning Large Language Models10 cited
2025A tutorial on fine-tuning pretrained language models: Applications in social and behavioral science research1 cited

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