From 6411f4b94a19e05f1dacbeafe65f48a08e11f5e0 Mon Sep 17 00:00:00 2001 From: Carolyn-Jiang Date: Sat, 5 Sep 2026 17:06:56 +0100 Subject: [PATCH] Add Task 2 HERCULEAN training data hub and downloads --- README.md | 11 +++--- app/page.tsx | 14 +++++--- app/sitemap.ts | 6 ++++ app/task2/page.tsx | 84 ++++++++++++++++++++++++++++++++++++++++++++++ 4 files changed, 107 insertions(+), 8 deletions(-) create mode 100644 app/task2/page.tsx diff --git a/README.md b/README.md index f587a94..8b393a2 100644 --- a/README.md +++ b/README.md @@ -49,10 +49,12 @@ Select an asset pair and manage a zero-net-dollar position over time using point-in-time prices, news, and corporate filings. The task is designed to reward relative-value reasoning rather than unhedged directional exposure. -The planned data are derived from -[HERCULEAN](https://arxiv.org/abs/2605.14355). Exact market windows, eligible -assets, execution assumptions, transaction costs, and position-validity rules -will be published with the dataset and scorer. +Training data is available from [HERCULEAN](https://huggingface.co/datasets/TheFinAI/Herculean/tree/main/data). +Download `prices.parquet`, `news.parquet`, and `filings.parquet` from the +[Task 2 training data hub](https://the-finai.github.io/IEEE-bigdata-cup/task2/). +Development and private evaluation splits, exact market windows, eligible assets, +execution assumptions, transaction costs, and position-validity rules will be +published with the scorer. ### Task 3 · Financial Audit Verification @@ -141,6 +143,7 @@ identifier. | [Task 1 step-by-step submission guide](https://the-finai.github.io/IEEE-bigdata-cup/task1/submit/#how-to-submit) | Live | | Task 1 validator, sample B0, and B1 baseline | Live in this repository | | Task 1 organizer baseline scores | B0–B2 local-development references live on the leaderboard page | +| [Task 2 training data](https://the-finai.github.io/IEEE-bigdata-cup/task2/) | Live: prices, news, and filings (Parquet) | | Task 2 and Task 3 starter kits and baselines | Coming soon | | Participant support | [zhuohan.xie@mbzuai.ac.ae](mailto:zhuohan.xie@mbzuai.ac.ae) | | Terms of Participation | Live | diff --git a/app/page.tsx b/app/page.tsx index f073583..a2b8133 100644 --- a/app/page.tsx +++ b/app/page.tsx @@ -35,7 +35,7 @@ const tasks = [ "Select an asset pair and manage a zero-net-dollar position over time using point-in-time prices, news, and corporate filings. Final execution and position rules will be published with the scorer.", flow: ["Market context", "Paired actions", "Risk-aware return"], data: - "Planned HERCULEAN-derived development and private evaluation splits. Exact windows, asset policy, costs, and validity rules will be published with the dataset release.", + "Training data is available from HERCULEAN: prices, news, and corporate filings in Parquet format. Development and private evaluation splits, exact windows, asset policy, costs, and validity rules will be published with the scorer.", metrics: [ "Cumulative return · CR", "Sharpe ratio · SR", @@ -112,7 +112,7 @@ const buildLaunchItems = (spaceLinksAreReady: boolean) => [ label: "Task 2 + Task 3 release", date: "PENDING", detail: - "Contracts, datasets, scorers, submission routes, and task-specific dates will follow organizer testing.", + "Task 2 training data is available now. Remaining datasets, contracts, scorers, submission routes, and task-specific dates will follow organizer testing.", }, { state: "scheduled", @@ -225,6 +225,7 @@ export default function Home() {