Shachar Mirkin

Why they matter

Practitioner with public evidence across NLP & language.

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Language and Natural Language Processing, mostly #NLP #nlproc Freelance AI/ML/DS/NLP consulting (applied & research) https://shacharmirkin.github.io/

Articles & links

↻ 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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Since June, we've been monitoring tens of thousands of social media posts by Israeli politicians from all parties. With the upcoming elections, the goal is to identify and report infringements of election campaign laws. >> www.wsj.com/world/middle...

wsj.com
View on Bluesky · ♥ 0 ↻ 0 ↩ 1 · 14d ago

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 · 95d 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 · 127d ago

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