Add Symbol Interpretation Adversarial Task

[noranta4]

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Eval details 📑

Eval name

symbol-interpretation-adversarial

Eval description

Help assess logical reasoning capabilities of LLMs, as well as their ability to adapt to fluid symbolic systems (the relation between a sign and its meaning is a convention!)

What makes this a useful eval?

GPT-3 does not go beyond than random chance on this task, while humans can solve it consistently. GPT-4 may still fall short of humans.

Criteria for a good eval ✅

Below are some of the criteria we look for in a good eval. In general, we are seeking cases where the model does not do a good job despite being capable of generating a good response (note that there are some things large language models cannot do, so those would not make good evals).

Your eval should be:

• [x] Thematically consistent: The eval should be thematically consistent. We'd like to see a number of prompts all demonstrating some particular failure mode. For example, we can create an eval on cases where the model fails to reason about the physical world.
• [x] Contains failures where a human can do the task, but either GPT-4 or GPT-3.5-Turbo could not.
• [x] Includes good signal around what is the right behavior. This means either a correct answer for Basic evals or the Fact Model-graded eval, or an exhaustive rubric for evaluating answers for the Criteria Model-graded eval.
• [x] Include at least 100 high quality examples (it is okay to only contribute 5-10 meaningful examples and have us test them with GPT-4 before adding all 100)

If there is anything else that makes your eval worth including, please document it below.

Unique eval value

Insert what makes your eval high quality that was not mentioned above. (Not required)

Eval structure 🏗️

Your eval should

• [x] Check that your data is in evals/registry/data/{name}
• [x] Check that your yaml is registered at evals/registry/evals/{name}.yaml
• [x] Ensure you have the right to use the data you submit via this eval

(For now, we will only be approving evals that use one of the existing eval classes. You may still write custom eval classes for your own cases, and we may consider merging them in the future.)

Final checklist 👀

Submission agreement

By contributing to Evals, you are agreeing to make your evaluation logic and data under the same MIT license as this repository. You must have adequate rights to upload any data used in an Eval. OpenAI reserves the right to use this data in future service improvements to our product. Contributions to OpenAI Evals will be subject to our usual Usage Policies (https://platform.openai.com/docs/usage-policies).

• [x] I agree that my submission will be made available under an MIT license and complies with OpenAI's usage policies.

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If your submission is accepted, we will be granting GPT-4 access to a limited number of contributors. Access will be given to the email address associated with the merged pull request.

• [x] I acknowledge that GPT-4 access will only be granted, if applicable, to the email address used for my merged pull request.

Limited availability acknowledgement

We know that you might be excited to contribute to OpenAI's mission, help improve our models, and gain access to GPT-4. However, due to the requirements mentioned above and high volume of submissions, we will not be able to accept all submissions and thus not grant everyone who opens a PR GPT-4 access. We know this is disappointing, but we hope to set the right expectation before you open this PR.

• [x] I understand that opening a PR, even if it meets the requirements above, does not guarantee the PR will be merged nor GPT-4 access granted.

Submit eval

• [x] I have filled out all required fields in the evals PR form
• [ ] (Ignore if not submitting code) I have run pip install pre-commit; pre-commit install and have verified that black, isort, and autoflake are running when I commit and push

Failure to fill out all required fields will result in the PR being closed.

Eval JSON data

Since we are using Git LFS, we are asking eval submitters to add in as many Eval Samples (at least 5) from their contribution here:

View evals in JSON

Eval

{"input": [{"role": "system", "content": "You are logicGPT and you should help users finding sentences consistent with structures. You will be given five options and should answer with a single letter, from A to E. A structure is a sequence of six emojis, the meaning of each emoji is arbitrary and is defined as follows:\n \ud83d\udd3a is a red circle;\n \ud83d\udfe6 is a blue circle;\n \ud83d\udd34 is a yellow circle;\n \ud83d\udfe5 is a red triangle pointing up;\n \ud83d\udfe8 is a red triangle pointing down;\n \ud83d\udd3b is a red square;\n \ud83d\udfe1 is a blue square;\n _ is a yellow square;\n \ud83d\udd35 is an empty space.\n\n"}, {"role": "user", "content": "Choose the sentence consistent with the structure \ud83d\udfe5 \ud83d\udd3b \ud83d\udd3a \ud83d\udfe1 \ud83d\udfe5 \ud83d\udfe8 and not consistent with \ud83d\udd3a \ud83d\udfe1 \ud83d\udfe1 \ud83d\udfe8 \ud83d\udfe6 _:\nA. There is at least one triangle pointing down.\nB. There are at least two yellow squares.\nC. There are at least two blue pieces.\nD. There is at least one triangle.\nE. There are at least two triangles.\n"}], "ideal": "E"}
{"input": [{"role": "system", "content": "You are logicGPT and you should help users finding sentences consistent with structures. You will be given five options and should answer with a single letter, from A to E. A structure is a sequence of six emojis, the meaning of each emoji is arbitrary and is defined as follows:\n \ud83d\udd3a is a red circle;\n \ud83d\udfe6 is a blue circle;\n \ud83d\udd34 is a yellow circle;\n \ud83d\udfe5 is a red triangle pointing up;\n \ud83d\udfe8 is a red triangle pointing down;\n \ud83d\udd3b is a red square;\n \ud83d\udfe1 is a blue square;\n _ is a yellow square;\n \ud83d\udd35 is an empty space.\n\n"}, {"role": "user", "content": "Choose the sentence consistent with the structure \ud83d\udfe1 \ud83d\udd3a _ \ud83d\udfe5 \ud83d\udfe1 \ud83d\udfe6 and not consistent with \ud83d\udfe1 \ud83d\udfe1 _ \ud83d\udfe6 _ \ud83d\udfe1:\nA. There are at most two blue squares.\nB. There are at most two red circles.\nC. There are at most two red squares.\nD. There are exactly two yellow pieces.\nE. There are at least two yellow circles.\n"}], "ideal": "A"}
{"input": [{"role": "system", "content": "You are logicGPT and you should help users finding sentences consistent with structures. You will be given five options and should answer with a single letter, from A to E. A structure is a sequence of six emojis, the meaning of each emoji is arbitrary and is defined as follows:\n \ud83d\udd3a is a red circle;\n \ud83d\udfe6 is a blue circle;\n \ud83d\udd34 is a yellow circle;\n \ud83d\udfe5 is a red triangle pointing up;\n \ud83d\udfe8 is a red triangle pointing down;\n \ud83d\udd3b is a red square;\n \ud83d\udfe1 is a blue square;\n _ is a yellow square;\n \ud83d\udd35 is an empty space.\n\n"}, {"role": "user", "content": "Choose the sentence consistent with the structure \ud83d\udfe5 \ud83d\udd3a _ \ud83d\udd3a \ud83d\udfe5 _ and not consistent with \ud83d\udfe6 \ud83d\udd34 \ud83d\udd34 \ud83d\udfe6 \ud83d\udfe1 \ud83d\udd35:\nA. There is at least one red piece.\nB. There are zero circles.\nC. There are at most two red pieces.\nD. There are at most two triangles pointing down.\nE. There are zero red circles.\n"}], "ideal": "A"}
{"input": [{"role": "system", "content": "You are logicGPT and you should help users finding sentences consistent with structures. You will be given five options and should answer with a single letter, from A to E. A structure is a sequence of six emojis, the meaning of each emoji is arbitrary and is defined as follows:\n \ud83d\udd3a is a red circle;\n \ud83d\udfe6 is a blue circle;\n \ud83d\udd34 is a yellow circle;\n \ud83d\udfe5 is a red triangle pointing up;\n \ud83d\udfe8 is a red triangle pointing down;\n \ud83d\udd3b is a red square;\n \ud83d\udfe1 is a blue square;\n _ is a yellow square;\n \ud83d\udd35 is an empty space.\n\n"}, {"role": "user", "content": "Choose the sentence consistent with the structure \ud83d\udfe8 _ _ \ud83d\udd3b _ \ud83d\udfe1 and not consistent with \ud83d\udfe5 _ \ud83d\udd34 \ud83d\udfe8 \ud83d\udfe6 _:\nA. There are exactly two squares.\nB. There is exactly one triangle.\nC. There are at least two yellow pieces.\nD. There are at most two yellow circles.\nE. There is exactly one square.\n"}], "ideal": "B"}
{"input": [{"role": "system", "content": "You are logicGPT and you should help users finding sentences consistent with structures. You will be given five options and should answer with a single letter, from A to E. A structure is a sequence of six emojis, the meaning of each emoji is arbitrary and is defined as follows:\n \ud83d\udd3a is a red circle;\n \ud83d\udfe6 is a blue circle;\n \ud83d\udd34 is a yellow circle;\n \ud83d\udfe5 is a red triangle pointing up;\n \ud83d\udfe8 is a red triangle pointing down;\n \ud83d\udd3b is a red square;\n \ud83d\udfe1 is a blue square;\n _ is a yellow square;\n \ud83d\udd35 is an empty space.\n\n"}, {"role": "user", "content": "Choose the sentence consistent with the structure \ud83d\udd3a \ud83d\udd3a \ud83d\udfe6 \ud83d\udd3a \ud83d\udfe6 \ud83d\udfe1 and not consistent with \ud83d\udfe8 \ud83d\udfe8 \ud83d\udfe6 \ud83d\udd34 \ud83d\udd35 \ud83d\udd35:\nA. There are at most two blue squares.\nB. There is exactly one red piece.\nC. There are exactly two yellow circles.\nD. There are at most two red pieces.\nE. There is at least one square.\n"}], "ideal": "E"}
{"input": [{"role": "system", "content": "You are logicGPT and you should help users finding sentences consistent with structures. You will be given five options and should answer with a single letter, from A to E. A structure is a sequence of six emojis, the meaning of each emoji is arbitrary and is defined as follows:\n \ud83d\udd3a is a red circle;\n \ud83d\udfe6 is a blue circle;\n \ud83d\udd34 is a yellow circle;\n \ud83d\udfe5 is a red triangle pointing up;\n \ud83d\udfe8 is a red triangle pointing down;\n \ud83d\udd3b is a red square;\n \ud83d\udfe1 is a blue square;\n _ is a yellow square;\n \ud83d\udd35 is an empty space.\n\n"}, {"role": "user", "content": "Choose the sentence consistent with the structure \ud83d\udfe1 \ud83d\udfe1 \ud83d\udd3b _ \ud83d\udd3a \ud83d\udfe8 and not consistent with \ud83d\udfe5 \ud83d\udfe6 \ud83d\udd34 \ud83d\udfe8 \ud83d\udfe8 \ud83d\udfe8:\nA. There is at least one yellow circle.\nB. There are at least two yellow squares.\nC. There is at most one square.\nD. There are at most two blue pieces.\nE. There are at least two blue pieces.\n"}], "ideal": "E"}
{"input": [{"role": "system", "content": "You are logicGPT and you should help users finding sentences consistent with structures. You will be given five options and should answer with a single letter, from A to E. A structure is a sequence of six emojis, the meaning of each emoji is arbitrary and is defined as follows:\n \ud83d\udd3a is a red circle;\n \ud83d\udfe6 is a blue circle;\n \ud83d\udd34 is a yellow circle;\n \ud83d\udfe5 is a red triangle pointing up;\n \ud83d\udfe8 is a red triangle pointing down;\n \ud83d\udd3b is a red square;\n \ud83d\udfe1 is a blue square;\n _ is a yellow square;\n \ud83d\udd35 is an empty space.\n\n"}, {"role": "user", "content": "Choose the sentence consistent with the structure _ \ud83d\udfe8 \ud83d\udfe6 \ud83d\udd35 \ud83d\udfe8 \ud83d\udfe8 and not consistent with \ud83d\udd34 \ud83d\udfe8 \ud83d\udfe1 \ud83d\udfe5 \ud83d\udfe5 _:\nA. There are at least two yellow squares.\nB. There is at least one blue circle.\nC. There are at least two yellow pieces.\nD. There are at least two triangles pointing up.\nE. There is at most one blue piece.\n"}], "ideal": "B"}
{"input": [{"role": "system", "content": "You are logicGPT and you should help users finding sentences consistent with structures. You will be given five options and should answer with a single letter, from A to E. A structure is a sequence of six emojis, the meaning of each emoji is arbitrary and is defined as follows:\n \ud83d\udd3a is a red circle;\n \ud83d\udfe6 is a blue circle;\n \ud83d\udd34 is a yellow circle;\n \ud83d\udfe5 is a red triangle pointing up;\n \ud83d\udfe8 is a red triangle pointing down;\n \ud83d\udd3b is a red square;\n \ud83d\udfe1 is a blue square;\n _ is a yellow square;\n \ud83d\udd35 is an empty space.\n\n"}, {"role": "user", "content": "Choose the sentence consistent with the structure \ud83d\udfe1 \ud83d\udfe1 _ \ud83d\udd34 \ud83d\udfe8 \ud83d\udfe8 and not consistent with \ud83d\udd34 \ud83d\udd3a \ud83d\udd34 \ud83d\udfe5 \ud83d\udd3b \ud83d\udd34:\nA. There is at most one triangle.\nB. There is exactly one square.\nC. There are at least two yellow squares.\nD. There are zero blue circles.\nE. There are at most two yellow circles.\n"}], "ideal": "E"}
{"input": [{"role": "system", "content": "You are logicGPT and you should help users finding sentences consistent with structures. You will be given five options and should answer with a single letter, from A to E. A structure is a sequence of six emojis, the meaning of each emoji is arbitrary and is defined as follows:\n \ud83d\udd3a is a red circle;\n \ud83d\udfe6 is a blue circle;\n \ud83d\udd34 is a yellow circle;\n \ud83d\udfe5 is a red triangle pointing up;\n \ud83d\udfe8 is a red triangle pointing down;\n \ud83d\udd3b is a red square;\n \ud83d\udfe1 is a blue square;\n _ is a yellow square;\n \ud83d\udd35 is an empty space.\n\n"}, {"role": "user", "content": "Choose the sentence consistent with the structure \ud83d\udd3b \ud83d\udfe6 \ud83d\udfe1 \ud83d\udfe8 \ud83d\udfe6 \ud83d\udd3b and not consistent with \ud83d\udfe1 \ud83d\udfe6 \ud83d\udfe5 \ud83d\udfe1 \ud83d\udd35 \ud83d\udfe6:\nA. There are exactly two red squares.\nB. There is at least one blue square.\nC. There are exactly two yellow circles.\nD. There are exactly two yellow pieces.\nE. There are exactly two squares.\n"}], "ideal": "A"}
{"input": [{"role": "system", "content": "You are logicGPT and you should help users finding sentences consistent with structures. You will be given five options and should answer with a single letter, from A to E. A structure is a sequence of six emojis, the meaning of each emoji is arbitrary and is defined as follows:\n \ud83d\udd3a is a red circle;\n \ud83d\udfe6 is a blue circle;\n \ud83d\udd34 is a yellow circle;\n \ud83d\udfe5 is a red triangle pointing up;\n \ud83d\udfe8 is a red triangle pointing down;\n \ud83d\udd3b is a red square;\n \ud83d\udfe1 is a blue square;\n _ is a yellow square;\n \ud83d\udd35 is an empty space.\n\n"}, {"role": "user", "content": "Choose the sentence consistent with the structure \ud83d\udfe6 \ud83d\udd35 \ud83d\udd34 \ud83d\udfe1 \ud83d\udd35 \ud83d\udd3b and not consistent with _ \ud83d\udfe5 \ud83d\udd3a \ud83d\udd34 \ud83d\udfe1 \ud83d\udfe8:\nA. There is exactly one blue circle.\nB. There is at least one red piece.\nC. There is at least one triangle.\nD. There is at least one blue square.\nE. There are zero yellow pieces.\n"}], "ideal": "A"}
{"input": [{"role": "system", "content": "You are logicGPT and you should help users finding sentences consistent with structures. You will be given five options and should answer with a single letter, from A to E. A structure is a sequence of six emojis, the meaning of each emoji is arbitrary and is defined as follows:\n \ud83d\udd3a is a red circle;\n \ud83d\udfe6 is a blue circle;\n \ud83d\udd34 is a yellow circle;\n \ud83d\udfe5 is a red triangle pointing up;\n \ud83d\udfe8 is a red triangle pointing down;\n \ud83d\udd3b is a red square;\n \ud83d\udfe1 is a blue square;\n _ is a yellow square;\n \ud83d\udd35 is an empty space.\n\n"}, {"role": "user", "content": "Choose the sentence consistent with the structure \ud83d\udfe8 _ \ud83d\udfe8 _ \ud83d\udfe1 \ud83d\udfe1 and not consistent with \ud83d\udd3b \ud83d\udfe6 \ud83d\udd34 \ud83d\udd3b _ \ud83d\udfe1:\nA. There is at most one circle.\nB. There are exactly two yellow circles.\nC. There is at least one yellow circle.\nD. There are at most two yellow circles.\nE. There are exactly two yellow pieces.\n"}], "ideal": "A"}
{"input": [{"role": "system", "content": "You are logicGPT and you should help users finding sentences consistent with structures. You will be given five options and should answer with a single letter, from A to E. A structure is a sequence of six emojis, the meaning of each emoji is arbitrary and is defined as follows:\n \ud83d\udd3a is a red circle;\n \ud83d\udfe6 is a blue circle;\n \ud83d\udd34 is a yellow circle;\n \ud83d\udfe5 is a red triangle pointing up;\n \ud83d\udfe8 is a red triangle pointing down;\n \ud83d\udd3b is a red square;\n \ud83d\udfe1 is a blue square;\n _ is a yellow square;\n \ud83d\udd35 is an empty space.\n\n"}, {"role": "user", "content": "Choose the sentence consistent with the structure \ud83d\udd34 \ud83d\udd3a \ud83d\udfe8 \ud83d\udfe6 \ud83d\udd3a \ud83d\udfe1 and not consistent with \ud83d\udd35 \ud83d\udd34 _ \ud83d\udd35 _ \ud83d\udfe5:\nA. There are exactly two red circles.\nB. There are zero yellow pieces.\nC. There is at least one yellow circle.\nD. There is at most one blue piece.\nE. There are at most two red pieces.\n"}], "ideal": "A"}
{"input": [{"role": "system", "content": "You are logicGPT and you should help users finding sentences consistent with structures. You will be given five options and should answer with a single letter, from A to E. A structure is a sequence of six emojis, the meaning of each emoji is arbitrary and is defined as follows:\n \ud83d\udd3a is a red circle;\n \ud83d\udfe6 is a blue circle;\n \ud83d\udd34 is a yellow circle;\n \ud83d\udfe5 is a red triangle pointing up;\n \ud83d\udfe8 is a red triangle pointing down;\n \ud83d\udd3b is a red square;\n \ud83d\udfe1 is a blue square;\n _ is a yellow square;\n \ud83d\udd35 is an empty space.\n\n"}, {"role": "user", "content": "Choose the sentence consistent with the structure \ud83d\udfe5 \ud83d\udd35 \ud83d\udfe5 \ud83d\udd3a \ud83d\udfe1 \ud83d\udfe8 and not consistent with \ud83d\udd3b \ud83d\udd3b \ud83d\udd3b \ud83d\udfe1 \ud83d\udd35 \ud83d\udfe5:\nA. There are exactly two red circles.\nB. There are zero red circles.\nC. There is at most one yellow piece.\nD. There is at least one blue square.\nE. There are at most two red squares.\n"}], "ideal": "E"}
{"input": [{"role": "system", "content": "You are logicGPT and you should help users finding sentences consistent with structures. You will be given five options and should answer with a single letter, from A to E. A structure is a sequence of six emojis, the meaning of each emoji is arbitrary and is defined as follows:\n \ud83d\udd3a is a red circle;\n \ud83d\udfe6 is a blue circle;\n \ud83d\udd34 is a yellow circle;\n \ud83d\udfe5 is a red triangle pointing up;\n \ud83d\udfe8 is a red triangle pointing down;\n \ud83d\udd3b is a red square;\n \ud83d\udfe1 is a blue square;\n _ is a yellow square;\n \ud83d\udd35 is an empty space.\n\n"}, {"role": "user", "content": "Choose the sentence consistent with the structure _ \ud83d\udd3a \ud83d\udfe6 _ \ud83d\udd35 _ and not consistent with \ud83d\udd34 \ud83d\udfe1 \ud83d\udd3b \ud83d\udfe6 \ud83d\udd35 \ud83d\udfe5:\nA. There are at most two red squares.\nB. There is exactly one red piece.\nC. There is exactly one triangle pointing up.\nD. There are zero blue circles.\nE. There are at least two yellow circles.\n"}], "ideal": "B"}
{"input": [{"role": "system", "content": "You are logicGPT and you should help users finding sentences consistent with structures. You will be given five options and should answer with a single letter, from A to E. A structure is a sequence of six emojis, the meaning of each emoji is arbitrary and is defined as follows:\n \ud83d\udd3a is a red circle;\n \ud83d\udfe6 is a blue circle;\n \ud83d\udd34 is a yellow circle;\n \ud83d\udfe5 is a red triangle pointing up;\n \ud83d\udfe8 is a red triangle pointing down;\n \ud83d\udd3b is a red square;\n \ud83d\udfe1 is a blue square;\n _ is a yellow square;\n \ud83d\udd35 is an empty space.\n\n"}, {"role": "user", "content": "Choose the sentence consistent with the structure _ \ud83d\udd34 \ud83d\udd3a \ud83d\udfe1 \ud83d\udd3a \ud83d\udd3a and not consistent with \ud83d\udfe6 \ud83d\udfe5 \ud83d\udfe5 \ud83d\udfe6 \ud83d\udd34 \ud83d\udfe6:\nA. There is at most one red piece.\nB. There are at most two red pieces.\nC. There are at most two blue circles.\nD. There are at most two squares.\nE. There is at least one blue piece.\n"}], "ideal": "C"}  ```
</details>

[Ein-Tim]

Please fill in the INSERT_EVAL_HERE field.

[noranta4]

Please fill in the INSERT_EVAL_HERE field.

Done!

[andrew-openai]

Thank you for the contribution, please resolve CI failure.

[noranta4]

Thank you for the contribution, please resolve CI failure.

should be ok now

[luqman-openai]

Closing for now, please feel free to reopen if you get a chance to address the comments.