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Daniel Scott Smith

Assistant Professor of Sociology
Sociology

Scholarly Works - Conferences


"you Cannot Sound Like GPT": Signs of language discrimination and resistance in computer science publishing

Conference Acmf Acct 2025 Proceedings of the 2025 ACM Conference on Fairness Accountability and Transparency · June 23, 2025 LLMs have been celebrated for their potential to help multilingual scientists publish their research. Rather than interpret LLMs as a solution, we hypothesize their adoption can be an indicator of existing linguistic exclusion in scientific writing. Using ... Full text Cite

Causal Matching with Text Embeddings: A Case Study in Estimating the Causal Effects of Peer Review Policies

Conference Proceedings of the Annual Meeting of the Association for Computational Linguistics · January 1, 2023 A promising approach to estimate the causal effects of peer review policies is to analyze data from publication venues that shift policies from single-blind to double-blind from one year to the next. However, in these settings the content of the manuscript ... Full text Cite