query string | positives list | negatives list |
|---|---|---|
adjusted ebitda margin guidance | [
"adjusted",
"ebitda",
"ebit",
"margin",
"guidance",
"operating",
"profit"
] | [
"river",
"scope"
] |
net interest margin expansion | [
"interest",
"margin",
"net",
"yield",
"nim",
"banking"
] | [
"river",
"scope"
] |
allowance for credit losses | [
"allowance",
"credit",
"losses",
"provision",
"chargeoff",
"delinquency"
] | [
"river",
"scope"
] |
scope 1 scope 2 emissions target | [
"scope",
"emissions",
"target",
"climate",
"carbon",
"decarbonization"
] | [
"credit",
"loan",
"bank"
] |
sustainability linked bond | [
"sustainability",
"linked",
"bond",
"green",
"esg",
"climate"
] | [
"credit",
"loan",
"bank"
] |
free cash flow conversion | [
"free",
"cash",
"flow",
"conversion",
"operating",
"fcf"
] | [
"river",
"scope"
] |
same store sales growth | [
"same",
"store",
"sales",
"growth",
"comparable",
"retail"
] | [
"river",
"scope"
] |
capital allocation buyback dividend | [
"capital",
"allocation",
"buyback",
"dividend",
"repurchase"
] | [
"river",
"scope"
] |
decarbonization roadmap | [
"decarbonization",
"roadmap",
"carbon",
"emissions",
"climate"
] | [
"credit",
"loan",
"bank"
] |
material weakness internal controls | [
"material",
"weakness",
"internal",
"controls",
"remediation",
"audit"
] | [
"river",
"scope"
] |
working capital headwind | [
"working",
"capital",
"headwind",
"cash",
"inventory"
] | [
"river",
"scope"
] |
order backlog visibility | [
"order",
"backlog",
"visibility",
"pipeline",
"demand"
] | [
"river",
"scope"
] |
Luxical Query Expansion Financial/ESG Dataset (Preliminary)
This dataset package is designed to reproduce the experiments in this repository.
Included Files
finance_priors_v2.tsv: Mined term priors from local financial corpus.queries_eval_finance_esg.json: 12-query weak-label benchmark set.quality_benchmark.json: Policy quality benchmark outputs.latency_benchmark_combined.json: Combined-policy latency benchmark.latency_benchmark_conservative.json: Conservative-policy latency benchmark.example_expansions_combined.txt: Sample expansion outputs.
Notes
This is a preliminary research artifact. Weak-label query benchmarks are provided for rapid iteration and should not be treated as a substitute for expert relevance judgments.
- Downloads last month
- 44