|
--- |
|
dataset_info: |
|
- config_name: D1 |
|
features: |
|
- name: version |
|
dtype: string |
|
- name: hypothesis |
|
dtype: string |
|
- name: hypothesis_formula |
|
dtype: string |
|
- name: facts |
|
dtype: string |
|
- name: facts_formula |
|
dtype: string |
|
- name: proofs |
|
sequence: string |
|
- name: proofs_formula |
|
sequence: string |
|
- name: negative_hypothesis |
|
dtype: string |
|
- name: negative_hypothesis_formula |
|
dtype: string |
|
- name: negative_proofs |
|
sequence: string |
|
- name: negative_original_tree_depth |
|
dtype: int64 |
|
- name: original_tree_depth |
|
dtype: int64 |
|
- name: depth |
|
dtype: int64 |
|
- name: num_formula_distractors |
|
dtype: int64 |
|
- name: num_translation_distractors |
|
dtype: int64 |
|
- name: num_all_distractors |
|
dtype: int64 |
|
- name: proof_label |
|
dtype: string |
|
- name: negative_proof_label |
|
dtype: string |
|
- name: world_assump_label |
|
dtype: string |
|
- name: negative_world_assump_label |
|
dtype: string |
|
- name: prompt_serial |
|
dtype: string |
|
- name: proof_serial |
|
dtype: string |
|
- name: instruction |
|
dtype: string |
|
- name: input |
|
dtype: string |
|
- name: response |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 108112082 |
|
num_examples: 20143 |
|
- name: validation |
|
num_bytes: 18040312 |
|
num_examples: 3374 |
|
- name: test |
|
num_bytes: 17777700 |
|
num_examples: 3323 |
|
download_size: 50969460 |
|
dataset_size: 143930094 |
|
- config_name: D1_minus |
|
features: |
|
- name: version |
|
dtype: string |
|
- name: hypothesis |
|
dtype: string |
|
- name: hypothesis_formula |
|
dtype: string |
|
- name: facts |
|
dtype: string |
|
- name: facts_formula |
|
dtype: string |
|
- name: proofs |
|
sequence: string |
|
- name: proofs_formula |
|
sequence: string |
|
- name: negative_hypothesis |
|
dtype: 'null' |
|
- name: negative_hypothesis_formula |
|
dtype: 'null' |
|
- name: negative_proofs |
|
sequence: 'null' |
|
- name: negative_original_tree_depth |
|
dtype: 'null' |
|
- name: original_tree_depth |
|
dtype: int64 |
|
- name: depth |
|
dtype: int64 |
|
- name: num_formula_distractors |
|
dtype: int64 |
|
- name: num_translation_distractors |
|
dtype: int64 |
|
- name: num_all_distractors |
|
dtype: int64 |
|
- name: proof_label |
|
dtype: string |
|
- name: negative_proof_label |
|
dtype: 'null' |
|
- name: world_assump_label |
|
dtype: string |
|
- name: negative_world_assump_label |
|
dtype: 'null' |
|
- name: prompt_serial |
|
dtype: string |
|
- name: proof_serial |
|
dtype: string |
|
- name: instruction |
|
dtype: string |
|
- name: input |
|
dtype: string |
|
- name: response |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 23888799 |
|
num_examples: 20082 |
|
- name: validation |
|
num_bytes: 4007250 |
|
num_examples: 3349 |
|
- name: test |
|
num_bytes: 4032734 |
|
num_examples: 3374 |
|
download_size: 8783646 |
|
dataset_size: 31928783 |
|
- config_name: D3 |
|
features: |
|
- name: version |
|
dtype: string |
|
- name: hypothesis |
|
dtype: string |
|
- name: hypothesis_formula |
|
dtype: string |
|
- name: facts |
|
dtype: string |
|
- name: facts_formula |
|
dtype: string |
|
- name: proofs |
|
sequence: string |
|
- name: proofs_formula |
|
sequence: string |
|
- name: negative_hypothesis |
|
dtype: string |
|
- name: negative_hypothesis_formula |
|
dtype: string |
|
- name: negative_proofs |
|
sequence: string |
|
- name: negative_original_tree_depth |
|
dtype: int64 |
|
- name: original_tree_depth |
|
dtype: int64 |
|
- name: depth |
|
dtype: int64 |
|
- name: num_formula_distractors |
|
dtype: int64 |
|
- name: num_translation_distractors |
|
dtype: int64 |
|
- name: num_all_distractors |
|
dtype: int64 |
|
- name: proof_label |
|
dtype: string |
|
- name: negative_proof_label |
|
dtype: string |
|
- name: world_assump_label |
|
dtype: string |
|
- name: negative_world_assump_label |
|
dtype: string |
|
- name: prompt_serial |
|
dtype: string |
|
- name: proof_serial |
|
dtype: string |
|
- name: instruction |
|
dtype: string |
|
- name: input |
|
dtype: string |
|
- name: response |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 126666437 |
|
num_examples: 20166 |
|
- name: validation |
|
num_bytes: 20727548 |
|
num_examples: 3340 |
|
- name: test |
|
num_bytes: 20914914 |
|
num_examples: 3310 |
|
download_size: 59393588 |
|
dataset_size: 168308899 |
|
- config_name: D8 |
|
features: |
|
- name: version |
|
dtype: string |
|
- name: hypothesis |
|
dtype: string |
|
- name: hypothesis_formula |
|
dtype: string |
|
- name: facts |
|
dtype: string |
|
- name: facts_formula |
|
dtype: string |
|
- name: proofs |
|
sequence: string |
|
- name: proofs_formula |
|
sequence: string |
|
- name: negative_hypothesis |
|
dtype: string |
|
- name: negative_hypothesis_formula |
|
dtype: string |
|
- name: negative_proofs |
|
sequence: string |
|
- name: negative_original_tree_depth |
|
dtype: int64 |
|
- name: original_tree_depth |
|
dtype: int64 |
|
- name: depth |
|
dtype: int64 |
|
- name: num_formula_distractors |
|
dtype: int64 |
|
- name: num_translation_distractors |
|
dtype: int64 |
|
- name: num_all_distractors |
|
dtype: int64 |
|
- name: proof_label |
|
dtype: string |
|
- name: negative_proof_label |
|
dtype: string |
|
- name: world_assump_label |
|
dtype: string |
|
- name: negative_world_assump_label |
|
dtype: string |
|
- name: prompt_serial |
|
dtype: string |
|
- name: proof_serial |
|
dtype: string |
|
- name: instruction |
|
dtype: string |
|
- name: input |
|
dtype: string |
|
- name: response |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 167341010 |
|
num_examples: 20190 |
|
- name: validation |
|
num_bytes: 28183984 |
|
num_examples: 3409 |
|
- name: test |
|
num_bytes: 27682859 |
|
num_examples: 3352 |
|
download_size: 76744182 |
|
dataset_size: 223207853 |
|
configs: |
|
- config_name: D1 |
|
data_files: |
|
- split: train |
|
path: D1/train-* |
|
- split: validation |
|
path: D1/validation-* |
|
- split: test |
|
path: D1/test-* |
|
- config_name: D1_minus |
|
data_files: |
|
- split: train |
|
path: D1_minus/train-* |
|
- split: validation |
|
path: D1_minus/validation-* |
|
- split: test |
|
path: D1_minus/test-* |
|
- config_name: D3 |
|
data_files: |
|
- split: train |
|
path: D3/train-* |
|
- split: validation |
|
path: D3/validation-* |
|
- split: test |
|
path: D3/test-* |
|
- config_name: D8 |
|
data_files: |
|
- split: train |
|
path: D8/train-* |
|
- split: validation |
|
path: D8/validation-* |
|
- split: test |
|
path: D8/test-* |
|
license: apache-2.0 |
|
--- |
|
|
|
以下のデータセットに、学習用のカラム(instruction, input, response)を追加して作成しました。 |
|
https://github.com/hitachi-nlp/FLD |
|
https://huggingface.co/datasets/hitachi-nlp/JFLD |
|
|
|
proof_serialが__UNKNOWN__となるデータは含まれません。 |
|
|
|
## Citation |
|
``` |
|
@inproceedings{morishita2024jfld, |
|
title = {JFLD: A Japanese Benchmark for Deductive Reasoning based on Formal Logic}, |
|
author = {Morishita, Terufumi and Yamaguchi, Atsuki and Morio, Gaku and Hikaru, Tomonari and Osamu Imaichi and Sogawa, Yasuhiro}, |
|
booktitle = {Proceedings of the Joint International Conference on Computational Linguistics, Language Resources and Evaluation}, |
|
year = {2024} |
|
} |
|
|
|
@inproceedings{morishita2023fld, |
|
title = {Learning Deductive Reasoning from Synthetic Corpus based on Formal Logic}, |
|
author = {Morishita, Terufumi and Morio, Gaku and Yamaguchi, Atsuki and Sogawa, Yasuhiro}, |
|
booktitle = {Proceedings of the 40th International Conference on Machine Learning}, |
|
year = {2023} |
|
} |
|
``` |
