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KaggleNLPIntermediateRegistration closed

LLM Prompt Recovery

A intermediate nlp competition requiring roughly 20–50 hours for an end-to-end practice run.

Difficulty
Intermediate
Estimated effort
20–50 hours
Registration deadline
Apr 9, 2024
Compute
Free GPU OK
OverviewPreparationSource

Overview

Who this competition fits

Intermediate practitioners who understand LLM basics and want to explore prompt engineering and text similarity. A creative NLP challenge that teaches reverse-engineering of prompts.

Read the original official blurb
Recover the prompt used to transform a given text

Preparation

From registration to a first submission

  1. 01

    Python

  2. 02

    LLM basics and prompting

  3. 03

    text similarity concepts

  4. 04

    NLP fundamentals

Before you commit: Requires understanding of how LLMs transform text, creative prompt engineering strategies, and text similarity measurement. The custom metric (Sharpened Cosine Similarity) adds complexity.

Source

How this page was assembled

Competition information is structured from the official page. Scores are platform estimates for decision support; official rules take precedence.

Official competition page
Kaggle
Last checked
Feb 27, 2024

Entry assessment

est.
35

Prepare before joining

Overall fit estimate

Beginner fit35/100
Learning value75/100

Confirm eligibility and time commitment before moving into formal preparation.

18+ · Location rules

Open official pageSign in to saveOpen guide

Timeline

Registration opens
Feb 27, 2024
Registration deadline
Apr 9, 2024
Submission deadline
Apr 16, 2024
Competition ends
Apr 16, 2024

Data and review state

Separate what is confirmed from what still needs review. Official rules and deadlines win.

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Source page verifiedMetric confirmedReviewed
Source published
Feb 27, 2024
Source created
Jan 8, 2024
Published on this site
Mar 14, 2026