WMT24 Test Suite: Gender Resolution in Speaker-Listener Dialogue Roles

November 09, 2024 ยท Declared Dead ยท ๐Ÿ› Conference on Machine Translation

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Authors Hillary Dawkins, Isar Nejadgholi, Chi-kiu Lo arXiv ID 2411.06194 Category cs.CL: Computation & Language Citations 5 Venue Conference on Machine Translation Last Checked 4 months ago
Abstract
We assess the difficulty of gender resolution in literary-style dialogue settings and the influence of gender stereotypes. Instances of the test suite contain spoken dialogue interleaved with external meta-context about the characters and the manner of speaking. We find that character and manner stereotypes outside of the dialogue significantly impact the gender agreement of referents within the dialogue.
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