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Can Large Language Models Transform Computational Social Science?

, , , , , and . Comput. Linguistics, 50 (1): 237-291 (March 2024)

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Negative impact of severity of pain on mood, social life and general activity in Parkinson’s disease, , , , , , , and . Neurological Research, (2018)RECAST: Enabling User Recourse and Interpretability of Toxicity Detection Models with Interactive Visualization., , , , , , , and . Proc. ACM Hum. Comput. Interact., 5 (CSCW1): 181:1-181:26 (2021)CNN Explainer: Learning Convolutional Neural Networks with Interactive Visualization, , , , , , , and . (2020)cite arxiv:2004.15004Comment: 11 pages, 14 figures. For a demo video, see https://youtu.be/HnWIHWFbuUQ For a live demo, visit https://poloclub.github.io/cnn-explainer/.A Review of Latest Web Tools and Libraries for State-of-the-art Visualization., , , and . EUSPN/ICTH, volume 98 of Procedia Computer Science, page 100-106. Elsevier, (2016)Rehearsal: Simulating Conflict to Teach Conflict Resolution., , , , and . CHI, page 920:1-920:20. ACM, (2024)Argo Lite: Open-Source Interactive Graph Exploration and Visualization in Browsers., , , , , , , , , and . CIKM, page 3071-3076. ACM, (2020)RECAST: Interactive Auditing of Automatic Toxicity Detection Models., , , , , , , and . CCHI, page 80-82. ACM, (2020)MisVis: Explaining Web Misinformation Connections via Visual Summary., , , , , , , and . CHI Extended Abstracts, page 228:1-228:6. ACM, (2022)On Second Thought, Let's Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning., , , , and . ACL (1), page 4454-4470. Association for Computational Linguistics, (2023)Can Large Language Models Transform Computational Social Science?, , , , , and . Comput. Linguistics, 50 (1): 237-291 (March 2024)