One ruler to measure them all: Benchmarking multilingual long-context language models · HackerPapers discussions

One ruler to measure them all: Benchmarking multilingual long-context language models — mentioned by hetman

Thu, 03 Sep 2026 05:35:23 GMT

Though, ironically, at least for some tasks, Russian is a better choice than English. Back in 2025, a research paper titled "One ruler to measure them all: Benchmarking multilingual long-context language models" (https://arxiv.org/abs/2503.01996) published some benchmark results for finding and aggregating information found in long documents, measured by language. English ranked 6th in accuracy. The top performers out of the 26 they measured were, in order: 1. Polish, 2. Russian, 3. French, 4. Italian, 5. Spanish, 6. English, 7. Ukrainian, 8. Swedish, 9, Portuguese, 10. German.

Paper and discussion history. A mention is not an endorsement.

One ruler to measure them all: Benchmarking multilingual long-context language models — HN submission

Wed, 05 Nov 2025 13:44:32 GMT

Benchmarking multilingual long-context language models

3 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.

One ruler to measure them all: Benchmarking multilingual long-context language models — mentioned by Byamarro

Tue, 28 Oct 2025 19:18:40 GMT

There's actually a research showing that llms are more accurate when questions are in Polish: https://arxiv.org/pdf/2503.01996

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One ruler to measure them all: Benchmarking multilingual long-context language models — mentioned by danielam

Tue, 28 Oct 2025 18:57:24 GMT

Curiously, just came across this paper [0]. [0] https://arxiv.org/abs/2503.01996

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One ruler to measure them all: Benchmarking multilingual long-context language models — HN submission

Tue, 28 Oct 2025 18:30:36 GMT

One ruler to measure them all: Benchmarking multilingual long-context LLMs

2 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.