Datasets:

JonesLin
/

next-jev-laya-test

license: cc-by-nc-4.0
task_categories:
  - text-classification
language:
  - multilingual
size_categories:
  - 10K<n<100K
pretty_name: next-jev Laya decision test set

next-jev Laya decision test set

24182 questions. This is the project decision test set. It is a frozen slice of public datasets, built with the same seeds and cuts as the Laya benchmark runs. It is not a three-way NLI training split.

The bundle is CC BY-NC 4.0 because it contains CC BY-NC sources (lmsys/toxic-chat, Tobi-Bueck/customer-support-tickets). MS MARCO passages stay under Microsoft's non-commercial research terms. BoolQ is CC BY-SA 3.0. Other rows keep the source license recorded on each record.

Construction: seed 13. MASSIVE and XNLI use the first 300 test rows per listed language. The other 37 MASSIVE languages use the first 100 test rows. English suites use the first 600 rows, except prompt-injections, which uses all 116 test rows. Application suites use 400 rows from research/scripts/bench_apps.py. AG News and emotion prefixes already inside the 600-row suites are not repeated. Model routing keeps GSM8K and MBPP only.

Each line is one question. questions is the Laya question object. gold.<id>.index is the option index in that object's criteria order.

app.email_spam: 400
app.guardrails_jailbreak: 400
app.model_routing_domain: 266
app.moderation_toxicity: 400
app.phishing: 400
app.rag_relevance: 400
app.support_triage: 400
en.ag_news: 600
en.boolq: 600
en.emotion: 600
en.prompt_injections: 116
en.sst5: 600
jev.banking77_full: 400
massive_intent.af: 100
massive_intent.am: 100
massive_intent.ar: 300
massive_intent.az: 100
massive_intent.bn: 100
massive_intent.cy: 100
massive_intent.da: 100
massive_intent.de: 300
massive_intent.el: 100
massive_intent.en: 300
massive_intent.es: 300
massive_intent.fa: 100
massive_intent.fi: 100
massive_intent.fr: 300
massive_intent.he: 100
massive_intent.hi: 300
massive_intent.hu: 100
massive_intent.hy: 100
massive_intent.id: 100
massive_intent.is: 100
massive_intent.it: 100
massive_intent.ja: 300
massive_intent.jv: 100
massive_intent.ka: 100
massive_intent.km: 100
massive_intent.kn: 100
massive_intent.ko: 300
massive_intent.lv: 100
massive_intent.ml: 100
massive_intent.mn: 100
massive_intent.ms: 100
massive_intent.my: 100
massive_intent.nb: 100
massive_intent.nl: 100
massive_intent.pl: 100
massive_intent.pt: 300
massive_intent.ro: 100
massive_intent.ru: 300
massive_intent.sl: 100
massive_intent.sq: 100
massive_intent.sv: 100
massive_intent.sw: 300
massive_intent.ta: 300
massive_intent.te: 100
massive_intent.th: 100
massive_intent.tl: 100
massive_intent.tr: 300
massive_intent.ur: 100
massive_intent.vi: 100
massive_intent.zh-CN: 300
massive_intent.zh-TW: 100
massive_scenario.ar: 300
massive_scenario.de: 300
massive_scenario.en: 300
massive_scenario.es: 300
massive_scenario.fr: 300
massive_scenario.hi: 300
massive_scenario.ja: 300
massive_scenario.ko: 300
massive_scenario.pt: 300
massive_scenario.ru: 300
massive_scenario.sw: 300
massive_scenario.ta: 300
massive_scenario.tr: 300
massive_scenario.zh-CN: 300
typed_decisions: 2000
xnli.ar: 300
xnli.bg: 300
xnli.de: 300
xnli.el: 300
xnli.en: 300
xnli.es: 300
xnli.fr: 300
xnli.hi: 300
xnli.ru: 300
xnli.sw: 300
xnli.th: 300
xnli.tr: 300
xnli.ur: 300
xnli.vi: 300
xnli.zh: 300