File size: 2,445 Bytes
1f0f97a d684024 1f0f97a 99582b1 99b682d 1f0f97a d684024 1f0f97a 626ff8a 1f0f97a 99582b1 99b682d |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 |
---
task_categories:
- question-answering
language:
- en
tags:
- genetics
- biology
- medical
configs:
- config_name: default
data_files:
- split: evaluation
path:
- source1.csv
- source2.csv
- source3.csv
---
A collection of multiple-choice questions intended for students preparing for the
American Board of Genetic Counseling (ABGC) Certification Examination.
Also see the [genetic-counselor-freeform-questions](https://huggingface.co./datasets/monsoon-nlp/genetic-counselor-freeform-questions) evaluation set.
A genetic counselor must be prepared to answer questions about inheritance of traits,
medical statistics, testing, empathetic and ethical conversations with patients,
and observing symptoms.
## For evaluation only
The goal of this dataset is to evaluate LLMs and other AI agents on genetic counseling topics
in an exam format. **It is insufficient for training or finetuning an expert system.** <br/>
**Author cannot verify the accuracy, completeness, or relevance of the answers.**
Patients need personalized, expert advice beyond what can be described on an exam
or returned by an AI.
### How to evaluate
You can run [this LightEval evaluation](https://github.com/mapmeld/lighteval-tasks/blob/main/community_tasks/gen_counselor_evals.py) with the command:
```
lighteval accelerate \
"pretrained=meta-llama/Llama-3.1-8B-Instruct" \
"community|genetic-counselor-multiple-choice|0|0" \
--custom-tasks lighteval-tasks/community_tasks/gen_counselor_evals.py \
--override-batch-size=5 \
--use-chat-template
```
Llama-3.1-8B-Instruct got 50.67% accuracy. I haven't been able to run all of the questions by OpenAI, but ChatGPT was doing pretty good on a sample of questions.
## Source information
### Source 1
[Quizlet from 2015](https://quizlet.com/96197393/abgc-practice-test-1-022015-flash-cards/)
- Some answers may not be up-to-date with current practices
- Examples using images (pedigree) or missing multiple-choice answers are not included
- Hyphenization was added post-download and may not be complete
### Source 2
[Quizlet from 2020](https://quizlet.com/527669083/abgc-practice-quiz-questions-flash-cards/)
### Source 3
[Quizlet from 2020](https://quizlet.com/476301059/genetic-counseling-boards-review-questions-flash-cards/)
Some questions were removed which had multiple answers (i.e. B and C).
Some questions matching Source 1 are removed.
|