Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
parquet
Sub-tasks:
acceptability-classification
Languages:
English
Size:
10K - 100K
ArXiv:
License:
Commit
·
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Parent(s):
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README.md
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---
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annotations_creators:
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- crowdsourced
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language_creators:
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- machine-generated
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13 |
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num_examples: 1000
|
1701 |
-
download_size: 448630
|
1702 |
-
dataset_size: 143735
|
1703 |
-
- config_name: wh_questions_object_gap
|
1704 |
-
features:
|
1705 |
-
- name: sentence_good
|
1706 |
-
dtype: string
|
1707 |
-
- name: sentence_bad
|
1708 |
-
dtype: string
|
1709 |
-
- name: field
|
1710 |
-
dtype: string
|
1711 |
-
- name: linguistics_term
|
1712 |
-
dtype: string
|
1713 |
-
- name: UID
|
1714 |
-
dtype: string
|
1715 |
-
- name: simple_LM_method
|
1716 |
-
dtype: bool
|
1717 |
-
- name: one_prefix_method
|
1718 |
-
dtype: bool
|
1719 |
-
- name: two_prefix_method
|
1720 |
-
dtype: bool
|
1721 |
-
- name: lexically_identical
|
1722 |
-
dtype: bool
|
1723 |
-
- name: pair_id
|
1724 |
-
dtype: int32
|
1725 |
-
splits:
|
1726 |
-
- name: train
|
1727 |
-
num_bytes: 194440
|
1728 |
-
num_examples: 1000
|
1729 |
-
download_size: 387435
|
1730 |
-
dataset_size: 194440
|
1731 |
-
- config_name: wh_questions_subject_gap
|
1732 |
-
features:
|
1733 |
-
- name: sentence_good
|
1734 |
-
dtype: string
|
1735 |
-
- name: sentence_bad
|
1736 |
-
dtype: string
|
1737 |
-
- name: field
|
1738 |
-
dtype: string
|
1739 |
-
- name: linguistics_term
|
1740 |
-
dtype: string
|
1741 |
-
- name: UID
|
1742 |
-
dtype: string
|
1743 |
-
- name: simple_LM_method
|
1744 |
-
dtype: bool
|
1745 |
-
- name: one_prefix_method
|
1746 |
-
dtype: bool
|
1747 |
-
- name: two_prefix_method
|
1748 |
-
dtype: bool
|
1749 |
-
- name: lexically_identical
|
1750 |
-
dtype: bool
|
1751 |
-
- name: pair_id
|
1752 |
-
dtype: int32
|
1753 |
-
splits:
|
1754 |
-
- name: train
|
1755 |
-
num_bytes: 196988
|
1756 |
-
num_examples: 1000
|
1757 |
-
download_size: 389983
|
1758 |
-
dataset_size: 196988
|
1759 |
-
- config_name: wh_questions_subject_gap_long_distance
|
1760 |
-
features:
|
1761 |
-
- name: sentence_good
|
1762 |
-
dtype: string
|
1763 |
-
- name: sentence_bad
|
1764 |
-
dtype: string
|
1765 |
-
- name: field
|
1766 |
-
dtype: string
|
1767 |
-
- name: linguistics_term
|
1768 |
-
dtype: string
|
1769 |
-
- name: UID
|
1770 |
-
dtype: string
|
1771 |
-
- name: simple_LM_method
|
1772 |
-
dtype: bool
|
1773 |
-
- name: one_prefix_method
|
1774 |
-
dtype: bool
|
1775 |
-
- name: two_prefix_method
|
1776 |
-
dtype: bool
|
1777 |
-
- name: lexically_identical
|
1778 |
-
dtype: bool
|
1779 |
-
- name: pair_id
|
1780 |
-
dtype: int32
|
1781 |
-
splits:
|
1782 |
-
- name: train
|
1783 |
-
num_bytes: 269665
|
1784 |
-
num_examples: 1000
|
1785 |
-
download_size: 462660
|
1786 |
-
dataset_size: 269665
|
1787 |
-
- config_name: wh_vs_that_no_gap
|
1788 |
-
features:
|
1789 |
-
- name: sentence_good
|
1790 |
-
dtype: string
|
1791 |
-
- name: sentence_bad
|
1792 |
-
dtype: string
|
1793 |
-
- name: field
|
1794 |
-
dtype: string
|
1795 |
-
- name: linguistics_term
|
1796 |
-
dtype: string
|
1797 |
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- name: UID
|
1798 |
-
dtype: string
|
1799 |
-
- name: simple_LM_method
|
1800 |
-
dtype: bool
|
1801 |
-
- name: one_prefix_method
|
1802 |
-
dtype: bool
|
1803 |
-
- name: two_prefix_method
|
1804 |
-
dtype: bool
|
1805 |
-
- name: lexically_identical
|
1806 |
-
dtype: bool
|
1807 |
-
- name: pair_id
|
1808 |
-
dtype: int32
|
1809 |
-
splits:
|
1810 |
-
- name: train
|
1811 |
-
num_bytes: 190267
|
1812 |
-
num_examples: 1000
|
1813 |
-
download_size: 383262
|
1814 |
-
dataset_size: 190267
|
1815 |
-
- config_name: wh_vs_that_no_gap_long_distance
|
1816 |
-
features:
|
1817 |
-
- name: sentence_good
|
1818 |
-
dtype: string
|
1819 |
-
- name: sentence_bad
|
1820 |
-
dtype: string
|
1821 |
-
- name: field
|
1822 |
-
dtype: string
|
1823 |
-
- name: linguistics_term
|
1824 |
-
dtype: string
|
1825 |
-
- name: UID
|
1826 |
-
dtype: string
|
1827 |
-
- name: simple_LM_method
|
1828 |
-
dtype: bool
|
1829 |
-
- name: one_prefix_method
|
1830 |
-
dtype: bool
|
1831 |
-
- name: two_prefix_method
|
1832 |
-
dtype: bool
|
1833 |
-
- name: lexically_identical
|
1834 |
-
dtype: bool
|
1835 |
-
- name: pair_id
|
1836 |
-
dtype: int32
|
1837 |
-
splits:
|
1838 |
-
- name: train
|
1839 |
-
num_bytes: 248434
|
1840 |
-
num_examples: 1000
|
1841 |
-
download_size: 441429
|
1842 |
-
dataset_size: 248434
|
1843 |
-
- config_name: wh_vs_that_with_gap
|
1844 |
-
features:
|
1845 |
-
- name: sentence_good
|
1846 |
-
dtype: string
|
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-
- name: sentence_bad
|
1848 |
-
dtype: string
|
1849 |
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- name: field
|
1850 |
-
dtype: string
|
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-
- name: linguistics_term
|
1852 |
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dtype: string
|
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- name: UID
|
1854 |
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dtype: string
|
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- name: simple_LM_method
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dtype: bool
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dtype: bool
|
1859 |
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- name: two_prefix_method
|
1860 |
-
dtype: bool
|
1861 |
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- name: lexically_identical
|
1862 |
-
dtype: bool
|
1863 |
-
- name: pair_id
|
1864 |
-
dtype: int32
|
1865 |
-
splits:
|
1866 |
-
- name: train
|
1867 |
-
num_bytes: 174781
|
1868 |
-
num_examples: 1000
|
1869 |
-
download_size: 367776
|
1870 |
-
dataset_size: 174781
|
1871 |
-
- config_name: wh_vs_that_with_gap_long_distance
|
1872 |
-
features:
|
1873 |
-
- name: sentence_good
|
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-
dtype: string
|
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|
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dtype: string
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|
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dtype: string
|
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- name: linguistics_term
|
1880 |
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dtype: string
|
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- name: UID
|
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dtype: string
|
1883 |
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|
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|
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-
dtype: bool
|
1887 |
-
- name: two_prefix_method
|
1888 |
-
dtype: bool
|
1889 |
-
- name: lexically_identical
|
1890 |
-
dtype: bool
|
1891 |
-
- name: pair_id
|
1892 |
-
dtype: int32
|
1893 |
-
splits:
|
1894 |
-
- name: train
|
1895 |
-
num_bytes: 232990
|
1896 |
-
num_examples: 1000
|
1897 |
-
download_size: 425985
|
1898 |
-
dataset_size: 232990
|
1899 |
-
---
|
1900 |
-
|
1901 |
-
# Dataset Card for "blimp"
|
1902 |
-
|
1903 |
-
## Table of Contents
|
1904 |
-
- [Dataset Description](#dataset-description)
|
1905 |
-
- [Dataset Summary](#dataset-summary)
|
1906 |
-
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
|
1907 |
-
- [Languages](#languages)
|
1908 |
-
- [Dataset Structure](#dataset-structure)
|
1909 |
-
- [Data Instances](#data-instances)
|
1910 |
-
- [Data Fields](#data-fields)
|
1911 |
-
- [Data Splits](#data-splits)
|
1912 |
-
- [Dataset Creation](#dataset-creation)
|
1913 |
-
- [Curation Rationale](#curation-rationale)
|
1914 |
-
- [Source Data](#source-data)
|
1915 |
-
- [Annotations](#annotations)
|
1916 |
-
- [Personal and Sensitive Information](#personal-and-sensitive-information)
|
1917 |
-
- [Considerations for Using the Data](#considerations-for-using-the-data)
|
1918 |
-
- [Social Impact of Dataset](#social-impact-of-dataset)
|
1919 |
-
- [Discussion of Biases](#discussion-of-biases)
|
1920 |
-
- [Other Known Limitations](#other-known-limitations)
|
1921 |
-
- [Additional Information](#additional-information)
|
1922 |
-
- [Dataset Curators](#dataset-curators)
|
1923 |
-
- [Licensing Information](#licensing-information)
|
1924 |
-
- [Citation Information](#citation-information)
|
1925 |
-
- [Contributions](#contributions)
|
1926 |
-
|
1927 |
-
## Dataset Description
|
1928 |
-
|
1929 |
-
- **Homepage:** [https://github.com/alexwarstadt/blimp/tree/master/](https://github.com/alexwarstadt/blimp/tree/master/)
|
1930 |
-
- **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
1931 |
-
- **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
1932 |
-
- **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
1933 |
-
- **Size of downloaded dataset files:** 28.21 MB
|
1934 |
-
- **Size of the generated dataset:** 10.92 MB
|
1935 |
-
- **Total amount of disk used:** 39.13 MB
|
1936 |
-
|
1937 |
-
### Dataset Summary
|
1938 |
-
|
1939 |
-
BLiMP is a challenge set for evaluating what language models (LMs) know about
|
1940 |
-
major grammatical phenomena in English. BLiMP consists of 67 sub-datasets, each
|
1941 |
-
containing 1000 minimal pairs isolating specific contrasts in syntax,
|
1942 |
-
morphology, or semantics. The data is automatically generated according to
|
1943 |
-
expert-crafted grammars.
|
1944 |
-
|
1945 |
-
### Supported Tasks and Leaderboards
|
1946 |
-
|
1947 |
-
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
1948 |
-
|
1949 |
-
### Languages
|
1950 |
-
|
1951 |
-
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
1952 |
-
|
1953 |
-
## Dataset Structure
|
1954 |
-
|
1955 |
-
### Data Instances
|
1956 |
-
|
1957 |
-
#### adjunct_island
|
1958 |
-
|
1959 |
-
- **Size of downloaded dataset files:** 0.34 MB
|
1960 |
-
- **Size of the generated dataset:** 0.16 MB
|
1961 |
-
- **Total amount of disk used:** 0.50 MB
|
1962 |
-
|
1963 |
-
An example of 'train' looks as follows.
|
1964 |
-
```
|
1965 |
-
{
|
1966 |
-
"UID": "tough_vs_raising_1",
|
1967 |
-
"field": "syntax_semantics",
|
1968 |
-
"lexically_identical": false,
|
1969 |
-
"linguistics_term": "control_raising",
|
1970 |
-
"one_prefix_method": false,
|
1971 |
-
"pair_id": 2,
|
1972 |
-
"sentence_bad": "Benjamin's tutor was certain to boast about.",
|
1973 |
-
"sentence_good": "Benjamin's tutor was easy to boast about.",
|
1974 |
-
"simple_LM_method": true,
|
1975 |
-
"two_prefix_method": false
|
1976 |
-
}
|
1977 |
-
```
|
1978 |
-
|
1979 |
-
#### anaphor_gender_agreement
|
1980 |
-
|
1981 |
-
- **Size of downloaded dataset files:** 0.42 MB
|
1982 |
-
- **Size of the generated dataset:** 0.13 MB
|
1983 |
-
- **Total amount of disk used:** 0.54 MB
|
1984 |
-
|
1985 |
-
An example of 'train' looks as follows.
|
1986 |
-
```
|
1987 |
-
{
|
1988 |
-
"UID": "tough_vs_raising_1",
|
1989 |
-
"field": "syntax_semantics",
|
1990 |
-
"lexically_identical": false,
|
1991 |
-
"linguistics_term": "control_raising",
|
1992 |
-
"one_prefix_method": false,
|
1993 |
-
"pair_id": 2,
|
1994 |
-
"sentence_bad": "Benjamin's tutor was certain to boast about.",
|
1995 |
-
"sentence_good": "Benjamin's tutor was easy to boast about.",
|
1996 |
-
"simple_LM_method": true,
|
1997 |
-
"two_prefix_method": false
|
1998 |
-
}
|
1999 |
-
```
|
2000 |
-
|
2001 |
-
#### anaphor_number_agreement
|
2002 |
-
|
2003 |
-
- **Size of downloaded dataset files:** 0.43 MB
|
2004 |
-
- **Size of the generated dataset:** 0.13 MB
|
2005 |
-
- **Total amount of disk used:** 0.56 MB
|
2006 |
-
|
2007 |
-
An example of 'train' looks as follows.
|
2008 |
-
```
|
2009 |
-
{
|
2010 |
-
"UID": "tough_vs_raising_1",
|
2011 |
-
"field": "syntax_semantics",
|
2012 |
-
"lexically_identical": false,
|
2013 |
-
"linguistics_term": "control_raising",
|
2014 |
-
"one_prefix_method": false,
|
2015 |
-
"pair_id": 2,
|
2016 |
-
"sentence_bad": "Benjamin's tutor was certain to boast about.",
|
2017 |
-
"sentence_good": "Benjamin's tutor was easy to boast about.",
|
2018 |
-
"simple_LM_method": true,
|
2019 |
-
"two_prefix_method": false
|
2020 |
-
}
|
2021 |
-
```
|
2022 |
-
|
2023 |
-
#### animate_subject_passive
|
2024 |
-
|
2025 |
-
- **Size of downloaded dataset files:** 0.44 MB
|
2026 |
-
- **Size of the generated dataset:** 0.14 MB
|
2027 |
-
- **Total amount of disk used:** 0.58 MB
|
2028 |
-
|
2029 |
-
An example of 'train' looks as follows.
|
2030 |
-
```
|
2031 |
-
{
|
2032 |
-
"UID": "tough_vs_raising_1",
|
2033 |
-
"field": "syntax_semantics",
|
2034 |
-
"lexically_identical": false,
|
2035 |
-
"linguistics_term": "control_raising",
|
2036 |
-
"one_prefix_method": false,
|
2037 |
-
"pair_id": 2,
|
2038 |
-
"sentence_bad": "Benjamin's tutor was certain to boast about.",
|
2039 |
-
"sentence_good": "Benjamin's tutor was easy to boast about.",
|
2040 |
-
"simple_LM_method": true,
|
2041 |
-
"two_prefix_method": false
|
2042 |
-
}
|
2043 |
-
```
|
2044 |
-
|
2045 |
-
#### animate_subject_trans
|
2046 |
-
|
2047 |
-
- **Size of downloaded dataset files:** 0.41 MB
|
2048 |
-
- **Size of the generated dataset:** 0.12 MB
|
2049 |
-
- **Total amount of disk used:** 0.54 MB
|
2050 |
-
|
2051 |
-
An example of 'train' looks as follows.
|
2052 |
-
```
|
2053 |
-
{
|
2054 |
-
"UID": "tough_vs_raising_1",
|
2055 |
-
"field": "syntax_semantics",
|
2056 |
-
"lexically_identical": false,
|
2057 |
-
"linguistics_term": "control_raising",
|
2058 |
-
"one_prefix_method": false,
|
2059 |
-
"pair_id": 2,
|
2060 |
-
"sentence_bad": "Benjamin's tutor was certain to boast about.",
|
2061 |
-
"sentence_good": "Benjamin's tutor was easy to boast about.",
|
2062 |
-
"simple_LM_method": true,
|
2063 |
-
"two_prefix_method": false
|
2064 |
-
}
|
2065 |
-
```
|
2066 |
-
|
2067 |
-
### Data Fields
|
2068 |
-
|
2069 |
-
The data fields are the same among all splits.
|
2070 |
-
|
2071 |
-
#### adjunct_island
|
2072 |
-
- `sentence_good`: a `string` feature.
|
2073 |
-
- `sentence_bad`: a `string` feature.
|
2074 |
-
- `field`: a `string` feature.
|
2075 |
-
- `linguistics_term`: a `string` feature.
|
2076 |
-
- `UID`: a `string` feature.
|
2077 |
-
- `simple_LM_method`: a `bool` feature.
|
2078 |
-
- `one_prefix_method`: a `bool` feature.
|
2079 |
-
- `two_prefix_method`: a `bool` feature.
|
2080 |
-
- `lexically_identical`: a `bool` feature.
|
2081 |
-
- `pair_id`: a `int32` feature.
|
2082 |
-
|
2083 |
-
#### anaphor_gender_agreement
|
2084 |
-
- `sentence_good`: a `string` feature.
|
2085 |
-
- `sentence_bad`: a `string` feature.
|
2086 |
-
- `field`: a `string` feature.
|
2087 |
-
- `linguistics_term`: a `string` feature.
|
2088 |
-
- `UID`: a `string` feature.
|
2089 |
-
- `simple_LM_method`: a `bool` feature.
|
2090 |
-
- `one_prefix_method`: a `bool` feature.
|
2091 |
-
- `two_prefix_method`: a `bool` feature.
|
2092 |
-
- `lexically_identical`: a `bool` feature.
|
2093 |
-
- `pair_id`: a `int32` feature.
|
2094 |
-
|
2095 |
-
#### anaphor_number_agreement
|
2096 |
-
- `sentence_good`: a `string` feature.
|
2097 |
-
- `sentence_bad`: a `string` feature.
|
2098 |
-
- `field`: a `string` feature.
|
2099 |
-
- `linguistics_term`: a `string` feature.
|
2100 |
-
- `UID`: a `string` feature.
|
2101 |
-
- `simple_LM_method`: a `bool` feature.
|
2102 |
-
- `one_prefix_method`: a `bool` feature.
|
2103 |
-
- `two_prefix_method`: a `bool` feature.
|
2104 |
-
- `lexically_identical`: a `bool` feature.
|
2105 |
-
- `pair_id`: a `int32` feature.
|
2106 |
-
|
2107 |
-
#### animate_subject_passive
|
2108 |
-
- `sentence_good`: a `string` feature.
|
2109 |
-
- `sentence_bad`: a `string` feature.
|
2110 |
-
- `field`: a `string` feature.
|
2111 |
-
- `linguistics_term`: a `string` feature.
|
2112 |
-
- `UID`: a `string` feature.
|
2113 |
-
- `simple_LM_method`: a `bool` feature.
|
2114 |
-
- `one_prefix_method`: a `bool` feature.
|
2115 |
-
- `two_prefix_method`: a `bool` feature.
|
2116 |
-
- `lexically_identical`: a `bool` feature.
|
2117 |
-
- `pair_id`: a `int32` feature.
|
2118 |
-
|
2119 |
-
#### animate_subject_trans
|
2120 |
-
- `sentence_good`: a `string` feature.
|
2121 |
-
- `sentence_bad`: a `string` feature.
|
2122 |
-
- `field`: a `string` feature.
|
2123 |
-
- `linguistics_term`: a `string` feature.
|
2124 |
-
- `UID`: a `string` feature.
|
2125 |
-
- `simple_LM_method`: a `bool` feature.
|
2126 |
-
- `one_prefix_method`: a `bool` feature.
|
2127 |
-
- `two_prefix_method`: a `bool` feature.
|
2128 |
-
- `lexically_identical`: a `bool` feature.
|
2129 |
-
- `pair_id`: a `int32` feature.
|
2130 |
-
|
2131 |
-
### Data Splits
|
2132 |
-
|
2133 |
-
| name |train|
|
2134 |
-
|------------------------|----:|
|
2135 |
-
|adjunct_island | 1000|
|
2136 |
-
|anaphor_gender_agreement| 1000|
|
2137 |
-
|anaphor_number_agreement| 1000|
|
2138 |
-
|animate_subject_passive | 1000|
|
2139 |
-
|animate_subject_trans | 1000|
|
2140 |
-
|
2141 |
-
## Dataset Creation
|
2142 |
-
|
2143 |
-
### Curation Rationale
|
2144 |
-
|
2145 |
-
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
2146 |
-
|
2147 |
-
### Source Data
|
2148 |
-
|
2149 |
-
#### Initial Data Collection and Normalization
|
2150 |
-
|
2151 |
-
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
2152 |
-
|
2153 |
-
#### Who are the source language producers?
|
2154 |
-
|
2155 |
-
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
2156 |
-
|
2157 |
-
### Annotations
|
2158 |
-
|
2159 |
-
#### Annotation process
|
2160 |
-
|
2161 |
-
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
2162 |
-
|
2163 |
-
#### Who are the annotators?
|
2164 |
-
|
2165 |
-
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
2166 |
-
|
2167 |
-
### Personal and Sensitive Information
|
2168 |
-
|
2169 |
-
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
2170 |
-
|
2171 |
-
## Considerations for Using the Data
|
2172 |
-
|
2173 |
-
### Social Impact of Dataset
|
2174 |
-
|
2175 |
-
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
2176 |
-
|
2177 |
-
### Discussion of Biases
|
2178 |
-
|
2179 |
-
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
2180 |
-
|
2181 |
-
### Other Known Limitations
|
2182 |
-
|
2183 |
-
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
2184 |
-
|
2185 |
-
## Additional Information
|
2186 |
-
|
2187 |
-
### Dataset Curators
|
2188 |
-
|
2189 |
-
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
2190 |
-
|
2191 |
-
### Licensing Information
|
2192 |
-
|
2193 |
-
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
2194 |
-
|
2195 |
-
### Citation Information
|
2196 |
-
|
2197 |
-
```
|
2198 |
-
|
2199 |
-
@article{warstadt2019blimp,
|
2200 |
-
title={BLiMP: A Benchmark of Linguistic Minimal Pairs for English},
|
2201 |
-
author={Warstadt, Alex and Parrish, Alicia and Liu, Haokun and Mohananey, Anhad and Peng, Wei, and Wang, Sheng-Fu and Bowman, Samuel R},
|
2202 |
-
journal={arXiv preprint arXiv:1912.00582},
|
2203 |
-
year={2019}
|
2204 |
-
}
|
2205 |
-
|
2206 |
-
```
|
2207 |
-
|
2208 |
-
|
2209 |
-
### Contributions
|
2210 |
-
|
2211 |
-
Thanks to [@lhoestq](https://github.com/lhoestq), [@patrickvonplaten](https://github.com/patrickvonplaten), [@thomwolf](https://github.com/thomwolf) for adding this dataset.
|
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|
|
adjunct_island/blimp-train.parquet
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
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|
3 |
+
size 62230
|
anaphor_gender_agreement/blimp-train.parquet
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:839ff1ab2f62fbb2474e3433f52d3ef82bad0786dbdb5bb7f50949206acbf379
|
3 |
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size 39200
|
anaphor_number_agreement/blimp-train.parquet
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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size 41546
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animate_subject_passive/blimp-train.parquet
ADDED
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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3 |
+
size 47281
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animate_subject_trans/blimp-train.parquet
ADDED
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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blimp.py
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# coding=utf-8
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# Copyright 2020 The TensorFlow Datasets Authors and the HuggingFace Datasets Authors.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# Lint as: python3
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"""BLiMP dataset with minimal pairs of grammatical phenomena in English."""
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-
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import json
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import datasets
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-
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-
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_CITATION = """
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@article{warstadt2019blimp,
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title={BLiMP: A Benchmark of Linguistic Minimal Pairs for English},
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author={Warstadt, Alex and Parrish, Alicia and Liu, Haokun and Mohananey, Anhad and Peng, Wei, and Wang, Sheng-Fu and Bowman, Samuel R},
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journal={arXiv preprint arXiv:1912.00582},
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year={2019}
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}
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"""
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_DESCRIPTION = """
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BLiMP is a challenge set for evaluating what language models (LMs) know about
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major grammatical phenomena in English. BLiMP consists of 67 sub-datasets, each
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containing 1000 minimal pairs isolating specific contrasts in syntax,
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morphology, or semantics. The data is automatically generated according to
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expert-crafted grammars.
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"""
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_PROJECT_URL = "https://github.com/alexwarstadt/blimp/tree/master/"
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_DOWNLOAD_URL = "https://raw.githubusercontent.com/alexwarstadt/blimp/master/"
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-
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-
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class BlimpConfig(datasets.BuilderConfig):
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"""BuilderConfig for Blimp."""
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-
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def __init__(self, name, version=datasets.Version("0.1.0"), **kwargs):
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"""BuilderConfig for Blimp.
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-
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Args:
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name (str): UID of the linguistic paradigm
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**kwargs: keyword arguments forwarded to super.
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"""
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description = _DESCRIPTION
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description += f"This configuration includes the paradigm {name}."
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-
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super().__init__(name=name, description=description, version=version, **kwargs)
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-
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-
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class Blimp(datasets.GeneratorBasedBuilder):
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"""Minimal grammatical and ungrammatical pairs of 67 linguistic paradigms."""
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-
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all_paradigms = [
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"adjunct_island",
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"anaphor_gender_agreement",
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"anaphor_number_agreement",
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"animate_subject_passive",
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"animate_subject_trans",
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"causative",
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"complex_NP_island",
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"coordinate_structure_constraint_complex_left_branch",
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"coordinate_structure_constraint_object_extraction",
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"determiner_noun_agreement_1",
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"determiner_noun_agreement_2",
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"determiner_noun_agreement_irregular_1",
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"determiner_noun_agreement_irregular_2",
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"determiner_noun_agreement_with_adj_2",
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"determiner_noun_agreement_with_adj_irregular_1",
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"determiner_noun_agreement_with_adj_irregular_2",
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"determiner_noun_agreement_with_adjective_1",
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"distractor_agreement_relational_noun",
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"distractor_agreement_relative_clause",
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"drop_argument",
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"ellipsis_n_bar_1",
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"ellipsis_n_bar_2",
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"existential_there_object_raising",
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-
"existential_there_quantifiers_1",
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"existential_there_quantifiers_2",
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"existential_there_subject_raising",
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"expletive_it_object_raising",
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"inchoative",
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"intransitive",
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"irregular_past_participle_adjectives",
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"irregular_past_participle_verbs",
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"irregular_plural_subject_verb_agreement_1",
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"irregular_plural_subject_verb_agreement_2",
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"left_branch_island_echo_question",
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"left_branch_island_simple_question",
|
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"matrix_question_npi_licensor_present",
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"npi_present_1",
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"npi_present_2",
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"only_npi_licensor_present",
|
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"only_npi_scope",
|
106 |
-
"passive_1",
|
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"passive_2",
|
108 |
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"principle_A_c_command",
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109 |
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"principle_A_case_1",
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"principle_A_case_2",
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"principle_A_domain_1",
|
112 |
-
"principle_A_domain_2",
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113 |
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"principle_A_domain_3",
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"principle_A_reconstruction",
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"regular_plural_subject_verb_agreement_1",
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"regular_plural_subject_verb_agreement_2",
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117 |
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"sentential_negation_npi_licensor_present",
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"sentential_negation_npi_scope",
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"sentential_subject_island",
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"superlative_quantifiers_1",
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"superlative_quantifiers_2",
|
122 |
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"tough_vs_raising_1",
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123 |
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"tough_vs_raising_2",
|
124 |
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"transitive",
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125 |
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"wh_island",
|
126 |
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"wh_questions_object_gap",
|
127 |
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"wh_questions_subject_gap",
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128 |
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"wh_questions_subject_gap_long_distance",
|
129 |
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"wh_vs_that_no_gap",
|
130 |
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"wh_vs_that_no_gap_long_distance",
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131 |
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"wh_vs_that_with_gap",
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132 |
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"wh_vs_that_with_gap_long_distance",
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133 |
-
]
|
134 |
-
|
135 |
-
BUILDER_CONFIGS = [BlimpConfig(paradigm) for paradigm in all_paradigms]
|
136 |
-
|
137 |
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def _info(self):
|
138 |
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return datasets.DatasetInfo(
|
139 |
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description=_DESCRIPTION,
|
140 |
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features=datasets.Features(
|
141 |
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{
|
142 |
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"sentence_good": datasets.Value("string"),
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"sentence_bad": datasets.Value("string"),
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"field": datasets.Value("string"),
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"linguistics_term": datasets.Value("string"),
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"UID": datasets.Value("string"),
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"simple_LM_method": datasets.Value("bool"),
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148 |
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"one_prefix_method": datasets.Value("bool"),
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"two_prefix_method": datasets.Value("bool"),
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"lexically_identical": datasets.Value("bool"),
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"pair_id": datasets.Value("int32"),
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}
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),
|
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homepage=_PROJECT_URL,
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citation=_CITATION,
|
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-
)
|
157 |
-
|
158 |
-
def _split_generators(self, dl_manager):
|
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"""Returns SplitGenerators."""
|
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-
download_urls = _DOWNLOAD_URL + f"data/{self.config.name}.jsonl"
|
161 |
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downloaded_file = dl_manager.download_and_extract(download_urls)
|
162 |
-
return [datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepath": downloaded_file})]
|
163 |
-
|
164 |
-
def _generate_examples(self, filepath):
|
165 |
-
"""Yields examples."""
|
166 |
-
with open(filepath, "r", encoding="utf-8") as f:
|
167 |
-
for line in f:
|
168 |
-
line_dict = json.loads(line)
|
169 |
-
id_ = line_dict["UID"] + "_" + line_dict["pairID"]
|
170 |
-
feats = {
|
171 |
-
"sentence_good": line_dict["sentence_good"],
|
172 |
-
"sentence_bad": line_dict["sentence_bad"],
|
173 |
-
"field": line_dict["field"],
|
174 |
-
"linguistics_term": line_dict["linguistics_term"],
|
175 |
-
"UID": line_dict["UID"],
|
176 |
-
"simple_LM_method": line_dict["simple_LM_method"],
|
177 |
-
"one_prefix_method": line_dict["one_prefix_method"],
|
178 |
-
"two_prefix_method": line_dict["two_prefix_method"],
|
179 |
-
"lexically_identical": line_dict["lexically_identical"],
|
180 |
-
"pair_id": int(line_dict["pairID"]),
|
181 |
-
}
|
182 |
-
yield id_, feats
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causative/blimp-train.parquet
ADDED
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:85ab925a8dbc1d861d3fa07f1dde7fbbc0932313081f6b8a8143ef7fe229e9bf
|
3 |
+
size 48962
|
complex_NP_island/blimp-train.parquet
ADDED
@@ -0,0 +1,3 @@
|
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|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d416d88315fafcc81a4b25fb3f1dd0cc16aec065ff711cda880d3ca21ce4cbf6
|
3 |
+
size 78210
|
coordinate_structure_constraint_complex_left_branch/blimp-train.parquet
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:85790c3e2cbf381ced558274068d66aee2aa5452222be3a1347706f4c0c434fc
|
3 |
+
size 67907
|
coordinate_structure_constraint_object_extraction/blimp-train.parquet
ADDED
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:ce762886fac574da302ef3fb135fd235d5802170cea631c9feaac5957edab35c
|
3 |
+
size 51583
|
dataset_infos.json
DELETED
The diff for this file is too large to render.
See raw diff
|
|
determiner_noun_agreement_1/blimp-train.parquet
ADDED
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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2 |
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oid sha256:c1289ef236a87d8c423537619df8c309f5c444eaf0e4d8847c682cf6f7fe3f23
|
3 |
+
size 49892
|
determiner_noun_agreement_2/blimp-train.parquet
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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2 |
+
oid sha256:21e98c8d23fa5781332284228d0683742826d6439342f838388884efe1f58b3f
|
3 |
+
size 49526
|
determiner_noun_agreement_irregular_1/blimp-train.parquet
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
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|
1 |
+
version https://git-lfs.github.com/spec/v1
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2 |
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oid sha256:8b4f9652ef8ab5de70343d8d1ecffb9499c689762fd366e2b8722a5a458224d6
|
3 |
+
size 47273
|
determiner_noun_agreement_irregular_2/blimp-train.parquet
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:279ba69971ea06a16141ee1ac544d66d601de9513c88b98b05372e6d90a7b147
|
3 |
+
size 47421
|
determiner_noun_agreement_with_adj_2/blimp-train.parquet
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:7714e7da8e8407863f5d798555a7a5873daf87400745810dca071d4032dee4ca
|
3 |
+
size 56345
|
determiner_noun_agreement_with_adj_irregular_1/blimp-train.parquet
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:2b372a7f0966b30a8cfc34cd8d9e8356c655fe447644ab4cc70ad63cad2ef0ee
|
3 |
+
size 54404
|
determiner_noun_agreement_with_adj_irregular_2/blimp-train.parquet
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e5b19430d1c9f11290e94b76ec21d8a1b0eeb3061e807e723c0b0fc3f4c6e7ad
|
3 |
+
size 54063
|
determiner_noun_agreement_with_adjective_1/blimp-train.parquet
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e2398450c275be8f76c2643272baeb94340f1973e10afc4ea22012dbfdedea27
|
3 |
+
size 55681
|
distractor_agreement_relational_noun/blimp-train.parquet
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:7e4496549b966d9966fe28b74f2c9732b0c8ac4b81a3d1a1781ad876c4e2f020
|
3 |
+
size 59640
|
distractor_agreement_relative_clause/blimp-train.parquet
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:acbe5a772868d740c7051d65fd999cdb5b4525dacf644761039d101e04fbfe97
|
3 |
+
size 77896
|
drop_argument/blimp-train.parquet
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:189dda432aac08a90a5cc5196693456ae71e8a6d307c2fc086d17e484ac65fe1
|
3 |
+
size 39960
|
ellipsis_n_bar_1/blimp-train.parquet
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4846ec7a32a70811b8c59eedec425901f6b3ace2929c1eb79f597d077539b966
|
3 |
+
size 92775
|
ellipsis_n_bar_2/blimp-train.parquet
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:77316ae384c52f823d8880f40aad6bfc7979db7c1e90e957f7bc6d817e486db6
|
3 |
+
size 98881
|
existential_there_object_raising/blimp-train.parquet
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9c40a9866045ea83fb34636c84f07415184cc86cde4db3712afd9b36b490d3c3
|
3 |
+
size 76640
|
existential_there_quantifiers_1/blimp-train.parquet
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c6c967fec7e0365420f412a7f232eab8a0c0cc0347e966ec41286e059494121a
|
3 |
+
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