conv.

← The whole story
AI
Researchers decompose what makes tokenizers effective in language models

Lead author highlights finding on tokenizer merging strategy

2 Sep 17 10:06 AM · 9d ago · 1 post · 1 source · development 2 of 2

Tiago Pimentel posted on X that the paper, submitted to EMNLP 2026, shows that BPE's step-by-step merging strategy is what matters, not its compression objective, challenging how tokenizers are typically compared.

Lead author highlights finding on tokenizer merging strategy
x.com

“Standard tokeniser comparisons (eg, BPE ⚔️ UnigramLM) conflate the two. Our #emnlp2026 paper separates tokenisation objective from search procedure and shows BPE's merging strategy is what matters”

Tiago Pimentel

Ahmetcan Yavuz Lead authorClara Meister Co-authorTiago Pimentel Co-author and lead communicator

The whole story articlesposts the bright band is this development · numbered dots are the others · click one to jump

Peak 1 piece in 3h at Sep 16, 11 PM; 2 pieces over 10 days (1 article · 1 post) Sep 16, 11 PM — 1 piece · 1 article — Newswires 1Sep 17, 2 AM — quietSep 17, 5 AM — quietSep 17, 8 AM — 1 piece · 1 post — X 1Sep 17, 11 AM — quietSep 17, 2 PM — quietSep 17, 5 PM — quietSep 17, 8 PM — quietSep 17, 11 PM — quietSep 18, 2 AM — quietSep 18, 5 AM — quietSep 18, 8 AM — quietSep 18, 11 AM — quietSep 18, 2 PM — quietSep 18, 5 PM — quietSep 18, 8 PM — quietSep 18, 11 PM — quietSep 19, 2 AM — quietSep 19, 5 AM — quietSep 19, 8 AM — quietSep 19, 11 AM — quietSep 19, 2 PM — quietSep 19, 5 PM — quietSep 19, 8 PM — quietSep 19, 11 PM — quietSep 20, 2 AM — quietSep 20, 5 AM — quietSep 20, 8 AM — quietSep 20, 11 AM — quietSep 20, 2 PM — quietSep 20, 5 PM — quietSep 20, 8 PM — quietSep 20, 11 PM — quietSep 21, 2 AM — quietSep 21, 5 AM — quietSep 21, 8 AM — quietSep 21, 11 AM — quietSep 21, 2 PM — quietSep 21, 5 PM — quietSep 21, 8 PM — quietSep 21, 11 PM — quietSep 22, 2 AM — quietSep 22, 5 AM — quietSep 22, 8 AM — quietSep 22, 11 AM — quietSep 22, 2 PM — quietSep 22, 5 PM — quietSep 22, 8 PM — quietSep 22, 11 PM — quietSep 23, 2 AM — quietSep 23, 5 AM — quietSep 23, 8 AM — quietSep 23, 11 AM — quietSep 23, 2 PM — quietSep 23, 5 PM — quietSep 23, 8 PM — quietSep 23, 11 PM — quietSep 24, 2 AM — quietSep 24, 5 AM — quietSep 24, 8 AM — quietSep 24, 11 AM — quietSep 24, 2 PM — quietSep 24, 5 PM — quietSep 24, 8 PM — quietSep 24, 11 PM — quietYesterday, 2 AM — quietYesterday, 5 AM — quietYesterday, 8 AM — quietYesterday, 11 AM — quietYesterday, 2 PM — quietYesterday, 5 PM — quietYesterday, 8 PM — quietYesterday, 11 PM — quietToday, 2 AM — quietToday, 5 AM — quietToday, 8 AM — quietToday, 11 AM — quietToday, 2 PM — quiet 12
1Paper decomposes tokenization algorithm…2Lead author highlights finding on…
Sep 17Sep 18Sep 19Sep 20Sep 21Sep 22Sep 23Sep 24yesterdaynow · 5:15 PM ET

What people said 1 voice · verbatim

All 2 developments of Researchers decompose what makes tokenizers effective in… →

NewswiresX