|
|
--- |
|
|
dataset_info: |
|
|
- config_name: no_hyp |
|
|
features: |
|
|
- name: prompt |
|
|
dtype: string |
|
|
- name: evidence_indices |
|
|
sequence: int64 |
|
|
- name: 'n' |
|
|
dtype: int64 |
|
|
- name: premise |
|
|
dtype: string |
|
|
- name: hypothesis |
|
|
dtype: string |
|
|
- name: label |
|
|
dtype: string |
|
|
- name: premise_tptp |
|
|
dtype: string |
|
|
- name: hypothesis_tptp |
|
|
dtype: string |
|
|
- name: proof_inputs |
|
|
sequence: string |
|
|
- name: proof |
|
|
dtype: string |
|
|
- name: ni |
|
|
dtype: int64 |
|
|
- name: counterfactuals |
|
|
dtype: string |
|
|
- name: evidences_necessity |
|
|
dtype: bool |
|
|
- name: mapping |
|
|
dtype: string |
|
|
- name: n-l |
|
|
dtype: string |
|
|
- name: numbered_premises |
|
|
dtype: string |
|
|
- name: evidence |
|
|
sequence: string |
|
|
- name: no_hyp |
|
|
dtype: bool |
|
|
- name: len |
|
|
dtype: int64 |
|
|
splits: |
|
|
- name: validation |
|
|
num_bytes: 215910361 |
|
|
num_examples: 468 |
|
|
- name: test |
|
|
num_bytes: 842478218 |
|
|
num_examples: 1800 |
|
|
download_size: 112400572 |
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|
dataset_size: 1058388579 |
|
|
- config_name: no_hyp-graham |
|
|
features: |
|
|
- name: prompt |
|
|
dtype: string |
|
|
- name: evidence_indices |
|
|
sequence: int64 |
|
|
- name: 'n' |
|
|
dtype: int64 |
|
|
- name: premise |
|
|
dtype: string |
|
|
- name: hypothesis |
|
|
dtype: string |
|
|
- name: label |
|
|
dtype: string |
|
|
- name: premise_tptp |
|
|
dtype: string |
|
|
- name: hypothesis_tptp |
|
|
dtype: string |
|
|
- name: proof_inputs |
|
|
sequence: string |
|
|
- name: proof |
|
|
dtype: string |
|
|
- name: ni |
|
|
dtype: int64 |
|
|
- name: counterfactuals |
|
|
dtype: string |
|
|
- name: evidences_necessity |
|
|
dtype: bool |
|
|
- name: mapping |
|
|
dtype: string |
|
|
- name: n-l |
|
|
dtype: string |
|
|
- name: numbered_premises |
|
|
dtype: string |
|
|
- name: evidence |
|
|
sequence: string |
|
|
- name: no_hyp |
|
|
dtype: bool |
|
|
- name: len |
|
|
dtype: int64 |
|
|
splits: |
|
|
- name: validation |
|
|
num_bytes: 203554979 |
|
|
num_examples: 468 |
|
|
- name: test |
|
|
num_bytes: 794590634 |
|
|
num_examples: 1800 |
|
|
download_size: 118275316 |
|
|
dataset_size: 998145613 |
|
|
- config_name: one_ev |
|
|
features: |
|
|
- name: prompt |
|
|
dtype: string |
|
|
- name: evidence_indices |
|
|
sequence: int64 |
|
|
- name: 'n' |
|
|
dtype: int64 |
|
|
- name: premise |
|
|
dtype: string |
|
|
- name: hypothesis |
|
|
dtype: string |
|
|
- name: label |
|
|
dtype: string |
|
|
- name: premise_tptp |
|
|
dtype: string |
|
|
- name: hypothesis_tptp |
|
|
dtype: string |
|
|
- name: proof_inputs |
|
|
sequence: string |
|
|
- name: proof |
|
|
dtype: string |
|
|
- name: ni |
|
|
dtype: int64 |
|
|
- name: counterfactuals |
|
|
dtype: string |
|
|
- name: evidences_necessity |
|
|
dtype: bool |
|
|
- name: mapping |
|
|
dtype: string |
|
|
- name: n-l |
|
|
dtype: string |
|
|
- name: numbered_premises |
|
|
dtype: string |
|
|
- name: evidence |
|
|
sequence: string |
|
|
- name: no_hyp |
|
|
dtype: bool |
|
|
- name: len |
|
|
dtype: int64 |
|
|
splits: |
|
|
- name: validation |
|
|
num_bytes: 215968257 |
|
|
num_examples: 468 |
|
|
- name: test |
|
|
num_bytes: 842724933 |
|
|
num_examples: 1800 |
|
|
download_size: 112491476 |
|
|
dataset_size: 1058693190 |
|
|
- config_name: one_ev-graham |
|
|
features: |
|
|
- name: prompt |
|
|
dtype: string |
|
|
- name: evidence_indices |
|
|
sequence: int64 |
|
|
- name: 'n' |
|
|
dtype: int64 |
|
|
- name: premise |
|
|
dtype: string |
|
|
- name: hypothesis |
|
|
dtype: string |
|
|
- name: label |
|
|
dtype: string |
|
|
- name: premise_tptp |
|
|
dtype: string |
|
|
- name: hypothesis_tptp |
|
|
dtype: string |
|
|
- name: proof_inputs |
|
|
sequence: string |
|
|
- name: proof |
|
|
dtype: string |
|
|
- name: ni |
|
|
dtype: int64 |
|
|
- name: counterfactuals |
|
|
dtype: string |
|
|
- name: evidences_necessity |
|
|
dtype: bool |
|
|
- name: mapping |
|
|
dtype: string |
|
|
- name: n-l |
|
|
dtype: string |
|
|
- name: numbered_premises |
|
|
dtype: string |
|
|
- name: evidence |
|
|
sequence: string |
|
|
- name: no_hyp |
|
|
dtype: bool |
|
|
- name: len |
|
|
dtype: int64 |
|
|
splits: |
|
|
- name: validation |
|
|
num_bytes: 203598153 |
|
|
num_examples: 468 |
|
|
- name: test |
|
|
num_bytes: 794767132 |
|
|
num_examples: 1800 |
|
|
download_size: 118299373 |
|
|
dataset_size: 998365285 |
|
|
- config_name: scale |
|
|
features: |
|
|
- name: prompt |
|
|
dtype: string |
|
|
- name: evidence_indices |
|
|
sequence: int64 |
|
|
- name: 'n' |
|
|
dtype: int64 |
|
|
- name: premise |
|
|
dtype: string |
|
|
- name: hypothesis |
|
|
dtype: string |
|
|
- name: label |
|
|
dtype: string |
|
|
- name: premise_tptp |
|
|
dtype: string |
|
|
- name: hypothesis_tptp |
|
|
dtype: string |
|
|
- name: proof_inputs |
|
|
sequence: string |
|
|
- name: proof |
|
|
dtype: string |
|
|
- name: ni |
|
|
dtype: int64 |
|
|
- name: counterfactuals |
|
|
dtype: string |
|
|
- name: evidences_necessity |
|
|
dtype: bool |
|
|
- name: mapping |
|
|
dtype: string |
|
|
- name: n-l |
|
|
dtype: string |
|
|
- name: numbered_premises |
|
|
dtype: string |
|
|
- name: evidence |
|
|
sequence: string |
|
|
- name: no_hyp |
|
|
dtype: bool |
|
|
- name: len |
|
|
dtype: int64 |
|
|
splits: |
|
|
- name: validation |
|
|
num_bytes: 215968257 |
|
|
num_examples: 468 |
|
|
- name: test |
|
|
num_bytes: 842724933 |
|
|
num_examples: 1800 |
|
|
download_size: 112491476 |
|
|
dataset_size: 1058693190 |
|
|
- config_name: scale-graham |
|
|
features: |
|
|
- name: prompt |
|
|
dtype: string |
|
|
- name: evidence_indices |
|
|
sequence: int64 |
|
|
- name: 'n' |
|
|
dtype: int64 |
|
|
- name: premise |
|
|
dtype: string |
|
|
- name: hypothesis |
|
|
dtype: string |
|
|
- name: label |
|
|
dtype: string |
|
|
- name: premise_tptp |
|
|
dtype: string |
|
|
- name: hypothesis_tptp |
|
|
dtype: string |
|
|
- name: proof_inputs |
|
|
sequence: string |
|
|
- name: proof |
|
|
dtype: string |
|
|
- name: ni |
|
|
dtype: int64 |
|
|
- name: counterfactuals |
|
|
dtype: string |
|
|
- name: evidences_necessity |
|
|
dtype: bool |
|
|
- name: mapping |
|
|
dtype: string |
|
|
- name: n-l |
|
|
dtype: string |
|
|
- name: numbered_premises |
|
|
dtype: string |
|
|
- name: evidence |
|
|
sequence: string |
|
|
- name: no_hyp |
|
|
dtype: bool |
|
|
- name: len |
|
|
dtype: int64 |
|
|
splits: |
|
|
- name: validation |
|
|
num_bytes: 203598153 |
|
|
num_examples: 468 |
|
|
- name: test |
|
|
num_bytes: 794767132 |
|
|
num_examples: 1800 |
|
|
download_size: 118299373 |
|
|
dataset_size: 998365285 |
|
|
- config_name: two_ev |
|
|
features: |
|
|
- name: prompt |
|
|
dtype: string |
|
|
- name: evidence_indices |
|
|
sequence: int64 |
|
|
- name: 'n' |
|
|
dtype: int64 |
|
|
- name: premise |
|
|
dtype: string |
|
|
- name: hypothesis |
|
|
dtype: string |
|
|
- name: label |
|
|
dtype: string |
|
|
- name: premise_tptp |
|
|
dtype: string |
|
|
- name: hypothesis_tptp |
|
|
dtype: string |
|
|
- name: proof_inputs |
|
|
sequence: string |
|
|
- name: proof |
|
|
dtype: string |
|
|
- name: ni |
|
|
dtype: int64 |
|
|
- name: counterfactuals |
|
|
dtype: string |
|
|
- name: evidences_necessity |
|
|
dtype: bool |
|
|
- name: mapping |
|
|
dtype: string |
|
|
- name: n-l |
|
|
dtype: string |
|
|
- name: numbered_premises |
|
|
dtype: string |
|
|
- name: evidence |
|
|
sequence: string |
|
|
- name: no_hyp |
|
|
dtype: bool |
|
|
- name: len |
|
|
dtype: int64 |
|
|
splits: |
|
|
- name: validation |
|
|
num_bytes: 105535811 |
|
|
num_examples: 234 |
|
|
- name: test |
|
|
num_bytes: 689802579 |
|
|
num_examples: 1548 |
|
|
download_size: 88518541 |
|
|
dataset_size: 795338390 |
|
|
- config_name: two_ev-graham |
|
|
features: |
|
|
- name: prompt |
|
|
dtype: string |
|
|
- name: evidence_indices |
|
|
sequence: int64 |
|
|
- name: 'n' |
|
|
dtype: int64 |
|
|
- name: premise |
|
|
dtype: string |
|
|
- name: hypothesis |
|
|
dtype: string |
|
|
- name: label |
|
|
dtype: string |
|
|
- name: premise_tptp |
|
|
dtype: string |
|
|
- name: hypothesis_tptp |
|
|
dtype: string |
|
|
- name: proof_inputs |
|
|
sequence: string |
|
|
- name: proof |
|
|
dtype: string |
|
|
- name: ni |
|
|
dtype: int64 |
|
|
- name: counterfactuals |
|
|
dtype: string |
|
|
- name: evidences_necessity |
|
|
dtype: bool |
|
|
- name: mapping |
|
|
dtype: string |
|
|
- name: n-l |
|
|
dtype: string |
|
|
- name: numbered_premises |
|
|
dtype: string |
|
|
- name: evidence |
|
|
sequence: string |
|
|
- name: no_hyp |
|
|
dtype: bool |
|
|
- name: len |
|
|
dtype: int64 |
|
|
splits: |
|
|
- name: validation |
|
|
num_bytes: 99325679 |
|
|
num_examples: 234 |
|
|
- name: test |
|
|
num_bytes: 648714665 |
|
|
num_examples: 1548 |
|
|
download_size: 93232742 |
|
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dataset_size: 748040344 |
|
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configs: |
|
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- config_name: no_hyp |
|
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data_files: |
|
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- split: validation |
|
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path: no_hyp/validation-* |
|
|
- split: test |
|
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path: no_hyp/test-* |
|
|
- config_name: no_hyp-graham |
|
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data_files: |
|
|
- split: validation |
|
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path: no_hyp-graham/validation-* |
|
|
- split: test |
|
|
path: no_hyp-graham/test-* |
|
|
- config_name: one_ev |
|
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data_files: |
|
|
- split: validation |
|
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path: one_ev/validation-* |
|
|
- split: test |
|
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path: one_ev/test-* |
|
|
- config_name: one_ev-graham |
|
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data_files: |
|
|
- split: validation |
|
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path: one_ev-graham/validation-* |
|
|
- split: test |
|
|
path: one_ev-graham/test-* |
|
|
- config_name: scale |
|
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data_files: |
|
|
- split: validation |
|
|
path: scale/validation-* |
|
|
- split: test |
|
|
path: scale/test-* |
|
|
- config_name: scale-graham |
|
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data_files: |
|
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- split: validation |
|
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path: scale-graham/validation-* |
|
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- split: test |
|
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path: scale-graham/test-* |
|
|
- config_name: two_ev |
|
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data_files: |
|
|
- split: validation |
|
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path: two_ev/validation-* |
|
|
- split: test |
|
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path: two_ev/test-* |
|
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- config_name: two_ev-graham |
|
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data_files: |
|
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- split: validation |
|
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path: two_ev-graham/validation-* |
|
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- split: test |
|
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path: two_ev-graham/test-* |
|
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license: cc-by-4.0 |
|
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task_categories: |
|
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- text-generation |
|
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language: |
|
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- en |
|
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tags: |
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- logic |
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- reasoning |
|
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- context |
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- long c |
|
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- haystack |
|
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--- |
|
|
|
|
|
# Evaluation code: |
|
|
```python |
|
|
|
|
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def parse(x): |
|
|
if '<answer>' in x and '</answer>' in x: |
|
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start = x.find('<answer>') + len('<answer>') |
|
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end = x.find('</answer>') |
|
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x = x[start:end] |
|
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|
|
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lines = [i.lstrip('L').strip() for i in x.strip().strip('.').split(',')] |
|
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return [int(i) for i in lines if i.isnumeric()] |
|
|
|
|
|
def jaccard(list1, list2): |
|
|
intersection = len(list(set(list1).intersection(list2))) |
|
|
union = (len(set(list1)) + len(set(list2))) - intersection |
|
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return float(intersection) / union |
|
|
|
|
|
df['prediction']=df.prompt.parallel_apply(complete_m(m,num_retries=5)) # plug in your llm |
|
|
df['metric']=df.apply(lambda x: jaccard(parse(x.prediction), x.evidence_indices), axis=1) |
|
|
``` |
