Discourse in Translation
The goal of this article is to introduce the relevance of discourse in translation and discuss its current status in machine translation…
Curious about what “Discourse in Translation” means?
I wrote a blog post exploring its definition in both machine and human translation studies, the current research status, and open challenges. medium.com/@wafamoh97/d...
I'd love to hear your thoughts on the topic!
28.08.2025 12:46 — 👍 2 🔁 0 💬 0 📌 0
Figure 1 of the paper shows that the metrics score the masculine forms higher than the feminine or neutral ones.
As neural metrics are a pillar for #MT, being extensively used for evaluation but also improving translation, we'd want them to be fair.
🚨 Our #ACL2025 paper shows they consistently, unduly favor masculine-inflected translations, or gendered forms, over neutral ones.
arxiv.org/pdf/2410.10995
14.07.2025 14:00 — 👍 11 🔁 8 💬 1 📌 1