Dates: Sample data: already available on our website! www2.statmt.org/wmt26/multil... Test data release: July 1st, 2026 Submission deadline: August 1st, 2026 If you are interested in joining, please fill out our Expression of Interest form here: forms.gle/bMbL2SPPWNi9... See you in Budapest!

We are at @eamt2026.bsky.social with a large-scale stealth project called "[redacted] Translation [redacted]". Looking for contributors across all languages to challenge MTs. Talk to @patuchen.bsky.social, @sethjsa.bsky.social and me to be a coauthor!

How Important is ‘Perfect’ English for Machine Translation Prompts? by @patuchen.bsky.social, @niyatibafna.bsky.social, @sethjsa.bsky.social , @gianlucavico.bsky.social ,W. Kamzela, @kathaem.bsky.social & @zouharvi.bsky.social aclanthology.org/2026.finding... TL;DR: Prompt errors < prompt choice

MT Marathon this year organised by @helsinki-nlp.bsky.social was a great week - I presented my research on chain-of-thought for machine translation, worked on a mini-research project, and explored the wonderful city of Helsinki including a few trips to the sauna 🫠

My favourite ICLR paper so far. Methodology, findings and their implications are all very cool. In particular Fig. 2 + this discussion point:

Seth Aycock@sethjsa.bsky.social · last yr.

Pleased to announce our paper was accepted at ICLR 2025 as a Spotlight! I will present our poster on Saturday April 26, 3-5pm, Poster #241. Hope to see you there! arxiv.org/abs/2409.19151

Pleased to announce our paper was accepted at ICLR 2025 as a Spotlight! I will present our poster on Saturday April 26, 3-5pm, Poster #241. Hope to see you there! arxiv.org/abs/2409.19151

Can LLMs Really Learn to Translate a Low-Resource Language from One Grammar Book?

Extremely low-resource (XLR) languages lack substantial corpora for training NLP models, motivating the use of all available resources such as dictionaries and grammar books. Machine Translation from ...

arxiv.org