FIRE 2026 TRACK

Register Now

Register for the shared track LLM as a Judge?: From Statute Prediction to Sycophancy Detection in Law. Fill out the form below to receive training data and participate.

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How to Participate

1

Fill Out This Form

Provide your name, email, affiliation, and team details. Select which task(s) you wish to participate in. By submitting, you agree to the CC-BY-4.0 licensing terms and data usage restrictions described in the form.

2

Download Training Data

After registration, you will receive an email with the training data (525 cases for Task 1, ~7,380 instances for Task 2) and detailed instructions.

3

Build Your System

Develop a model that predicts applicable IPC sections, grounds them in facts, and generates legal reasoning (Task 1), or detects sycophantic behavior in LLM responses (Task 2).

4

Submit Predictions

Upload your JSONL submission file to CodaBench and check your score on the leaderboard. Submissions open on 25 July 2026.

Read the full task descriptions before registering:

Task 1: Explainable Statute Prediction Task 2: Sycophancy Detection