Upload README.md
Browse files
README.md
ADDED
|
@@ -0,0 +1,25 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# Hi-ToM Dataset
|
| 2 |
+
|
| 3 |
+
This is the dataset for the paper "Hi-ToM: A Benchmark for Evaluating Higher-Order Theory of Mind Reasoning in Large Language Models".
|
| 4 |
+
|
| 5 |
+
<img src=media/Picture1.png height=430>
|
| 6 |
+
|
| 7 |
+
### The `Hi-ToM_data` folder
|
| 8 |
+
|
| 9 |
+
Contains ToMh data consisting of story-question pairs and the corresponding answers.
|
| 10 |
+
The names of subfolder branches have the following meanings:
|
| 11 |
+
|
| 12 |
+
- `Tell` / `No_Tell`: whether or not the stories contain communications among agents.
|
| 13 |
+
- `MC` / `CoT`: the prompting style. `MC` corresponds to Vanilla Prompting (VP) in the paper, while `CoT` stands for Chain-of-Thought Prompting (CoTP).
|
| 14 |
+
- `length_n`: the story length, i.e. the number of chapters in a story. From 1 to 3.
|
| 15 |
+
- `sample_n`: the numbering of different sample stories.
|
| 16 |
+
- `order_n`: the ToM order of the question. From 0 to 4.
|
| 17 |
+
|
| 18 |
+
### The `Hi-ToM_prompt` folder
|
| 19 |
+
|
| 20 |
+
Contains prompt files that can be directly input to API.
|
| 21 |
+
The data in it are almost the same as `Hi-ToM_data`, except that answers are eliminated.
|
| 22 |
+
|
| 23 |
+
### Generate new data and prompts
|
| 24 |
+
|
| 25 |
+
Run the script `generate_tomh.sh`.
|