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Dataset Card for Numeric Fused Heads
Dataset Summary
[More Information Needed]
Supported Tasks and Leaderboards
- Numeric Fused Head Identification
- Numeric Fused Head Resolution
Languages
English
Dataset Structure
Data Instances
Identification
{
"tokens": ["It", "’s", "a", "curious", "thing", ",", "the", "death", "of", "a", "loved", "one", "."]
"start_index": 11
"end_index": 12
"label": 1
}
Resolution
{
"tokens": ["I", "'m", "eighty", "tomorrow", ".", "Are", "you", "sure", "?"],
"line_indices": [0, 0, 0, 0, 0, 1, 1, 1, 1],
"head": ["AGE"],
"speakers": ["John Doe", "John Doe", "John Doe", "John Doe", "John Doe", "Joe Bloggs", "Joe Bloggs", "Joe Bloggs", "Joe Bloggs"],
"anchors_indices": [2]
}
Data Fields
Identification
tokens
- List of token strings as tokenized with Spacy.start_index
- Start index of the anchor.end_index
- End index of the anchor.label
- "pos" or "neg" depending on whether this example contains a numeric fused head.
Resolution
tokens
- List of token strings as tokenized with Spacyline_indices
- List of indices indicating line number (one for each token)head
- Reference to the missing head. If the head exists elsewhere in the sentence this is given as a token index.speakers
- List of speaker names (one for each token)anchors_indices
- Index to indicate which token is the anchor (the visible number)
Data Splits
Train, Test, Dev
[More Information Needed]
Dataset Creation
Curation Rationale
[More Information Needed]
Source Data
Initial Data Collection and Normalization
[More Information Needed]
Who are the source language producers?
[More Information Needed]
Annotations
Annotation process
[More Information Needed]
Who are the annotators?
[More Information Needed]
Personal and Sensitive Information
[More Information Needed]
Considerations for Using the Data
Social Impact of Dataset
[More Information Needed]
Discussion of Biases
[More Information Needed]
Other Known Limitations
[More Information Needed]
Additional Information
Dataset Curators
[More Information Needed]
Licensing Information
MIT License
Citation Information
@article{doi:10.1162/tacl\_a\_00280,
author = {Elazar, Yanai and Goldberg, Yoav},
title = {Where’s My Head? Definition, Data Set, and Models for Numeric Fused-Head Identification and Resolution},
journal = {Transactions of the Association for Computational Linguistics},
volume = {7},
number = {},
pages = {519-535},
year = {2019},
doi = {10.1162/tacl\_a\_00280},
}
Contributions
Thanks to @ghomasHudson for adding this dataset.
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