Publications

Who Let the Dogs Out? Auditing Dogwhistle Coverage in Hate Speech Benchmarks Across Target Groups

Published in WOAH @ EMNLP '26, 2026

Audited dogwhistle coverage across two widely-used hate speech benchmarks (HateXplain, Measuring Hate Speech), mapping an existing 340-entry dogwhistle glossary onto a four-level coding sophistication taxonomy across 59.6k posts.

Hirave, Reva and Oet, Ryan (2026). "Who Let the Dogs Out? Auditing Dogwhistle Coverage in Hate Speech Benchmarks Across Target Groups." WOAH @ EMNLP '26.
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CrossWeave: Bridging Perspectives Across Online Communities with a Dual-Pane Design

Published in CSCW Companion 2026, 2026

CrossWeave is an AI-augmented social media interface that surfaces relevant posts from other conversation threads in a side pane, using LLM-identified highlights to help users discover cross-community perspectives and draft more constructive replies.

Fang, Fei, Hirave, Reva, Jurayj, William, Li, Yuqi, Lu, Brian, Metin, Tarik, Miyake, Tsugunobu, Morhun, Kateryna, Permalla, Yash, Rustamov, Kenan, Shen, Allen, Shi, Haojun, Singh, Piccardi, Tiziano, Prabhav, Wang, Xiheng Tom, Xu, Kevin, Zeng, Qingcheng, Khashabi, Daniel, Perrin, Andrew J., Xiao, Ziang, Zhang, Jiayi, and Eisner, Jason M. (2026). "CrossWeave: Bridging Perspectives Across Online Communities with a Dual-Pane Design." CSCW Companion 2026. (Authors listed alphabetically.)
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