README.md

metadata

annotations_creators:
  identification:
    - expert-generated
    - machine-generated
  resolution:
    - crowdsourced
language_creators:
  - found
languages:
  - en
licenses:
  - mit
multilinguality:
  - monolingual
size_categories:
  identification:
    - 100K<n<1M
  resolution:
    - 1K<n<10K
source_datasets:
  - original
task_categories:
  - structure-prediction
task_ids:
  - structure-prediction-other-fused-head-identification

Dataset Card for Numeric Fused Heads

Table of Contents

• Dataset Description
  • Dataset Summary
  • Supported Tasks
  • Languages
• Dataset Structure
  • Data Instances
  • Data Fields
  • Data Splits
• Dataset Creation
  • Curation Rationale
  • Source Data
  • Annotations
  • Personal and Sensitive Information
• Considerations for Using the Data
  • Social Impact of Dataset
  • Discussion of Biases
  • Other Known Limitations
• Additional Information
  • Dataset Curators
  • Licensing Information
  • Citation Information

Dataset Description

• Homepage: The Numeric Fused-Head demo
• Repository: Github Repo
• Paper: Where’s My Head? Definition, Dataset and Models for Numeric Fused-Heads Identification and Resolution
• Leaderboard: NLP Progress
• Point of Contact: Yanai Elazar, Yoav Goldberg

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 Spacy
• line_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},
}