Hint Generation
5 papers with code • 0 benchmarks • 1 datasets
This task generates hints for questions.
Benchmarks
These leaderboards are used to track progress in Hint Generation
Most implemented papers
Recursive Tree Grammar Autoencoders
Machine learning on trees has been mostly focused on trees as input to algorithms.
Automating Human Tutor-Style Programming Feedback: Leveraging GPT-4 Tutor Model for Hint Generation and GPT-3.5 Student Model for Hint Validation
We investigate the role of generative AI models in providing human tutor-style programming hints to help students resolve errors in their buggy programs.
AutoHint: Automatic Prompt Optimization with Hint Generation
This paper presents AutoHint, a novel framework for automatic prompt engineering and optimization for Large Language Models (LLM).
TriviaHG: A Dataset for Automatic Hint Generation from Factoid Questions
To evaluate the TriviaHG dataset and the proposed evaluation method, we enlisted 10 individuals to annotate 2, 791 hints and tasked 6 humans with answering questions using the provided hints.
Exploring Hint Generation Approaches in Open-Domain Question Answering
We demonstrate that hints enhance the accuracy of answers more than retrieved and generated contexts.