Who's Who of AI

Shachar Mirkin

199 trust practitioner @shacharmirkin.bsky.social · 1,675 followers
Language and Natural Language Processing, mostly #NLP #nlproc Freelance AI/ML/DS/NLP consulting (applied & research) https://shacharmirkin.github.io/
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↻ Shachar Mirkin reposted
arxiv cs.CL @arxiv-cs-cl.bsky.social

Joseph Marvin Imperial, Junhong Liang, Belal Shoer, Abdullah Barayan, Rodrigo Wilkens, Omar Mussa, Dawn Knight, Eug\'enio Ribeiro, Ekaterina Kochmar, ... ComplexityMT: Benchmarking the Interaction Between Text Complexity and Machine Translation https://arxiv.org/abs/2606.05421

ComplexityMT: Benchmarking the Interaction Between Text Complexity and Machine Translation arxiv.org
AI Weekly's analysis →
  • ComplexityMT benchmarks machine translation across Arabic, Dutch, English, French, Hindi and Russian using CEFR as the measure of text complexity.
  • Higher CEFR levels make texts more difficult to translate, and MT systems shift the CEFR level of the target versus the source for most languages.
  • The study evaluates three open-weight models, one closed model and one commercial machine translation system on two CEFR-grounded tasks.
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Their own posts

Recent commentary

🚨 I'm looking for an emergency reviewer for an #ARR paper about LLM interpretability. If you can review a paper by July 7th, please contact me.

View on Bluesky · ♥ 1 ↻ 1 ↩ 0 · 3d ago

It doesn't take much effort to get LLMs to completely abandon their default style and respond in a different register, supposedly adapting to yours. I get that. Still, I'm not sure how I'd feel if I was talking with an LLM and it started imitating my French accent

View on Bluesky · ♥ 1 ↻ 0 ↩ 0 · 36d ago
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