Hint Generation

5 papers with code • 0 benchmarks • 1 datasets

This task generates hints for questions.

Datasets


Most implemented papers

Recursive Tree Grammar Autoencoders

bpaassen/rtgae 3 Dec 2020

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

machine-teaching-group/lak2024_gpt4hints-gpt3.5val 5 Oct 2023

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

prapti19/prompt_autohint 13 Jul 2023

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

datascienceuibk/triviahg 27 Mar 2024

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

datascienceuibk/hintqa 24 Sep 2024

We demonstrate that hints enhance the accuracy of answers more than retrieved and generated contexts.