
# Dataset Card for Numeric Fused Heads

## Table of Contents
- [Dataset Description](#dataset-description)
  - [Dataset Summary](#dataset-summary)
  - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
  - [Languages](#languages)
- [Dataset Structure](#dataset-structure)
  - [Data Instances](#data-instances)
  - [Data Fields](#data-fields)
  - [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
  - [Curation Rationale](#curation-rationale)
  - [Source Data](#source-data)
  - [Annotations](#annotations)
  - [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
  - [Social Impact of Dataset](#social-impact-of-dataset)
  - [Discussion of Biases](#discussion-of-biases)
  - [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
  - [Dataset Curators](#dataset-curators)
  - [Licensing Information](#licensing-information)
  - [Citation Information](#citation-information)
  - [Contributions](#contributions)

## Dataset Description

- **Homepage:** [The Numeric Fused-Head demo](https://nlp.biu.ac.il/~lazary/fh/)
- **Repository:** [Github Repo](https://github.com/yanaiela/num_fh)
- **Paper:** [Where’s My Head? Definition, Dataset and Models for Numeric Fused-Heads Identification and Resolution](https://www.mitpressjournals.org/doi/full/10.1162/tacl_a_00280)
- **Leaderboard:** [NLP Progress](http://nlpprogress.com/english/missing_elements.html)
- **Point of Contact:** [Yanai Elazar](https://yanaiela.github.io), [Yoav Goldberg](https://www.cs.bgu.ac.il/~yoavg/uni/)

### 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](spacy.io).
- `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](spacy.io)
- `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},
}
```

### Contributions

Thanks to [@ghomasHudson](https://github.com/ghomasHudson) for adding this dataset.
task_categories:token-classification annotations_creators:crowdsourced annotations_creators:expert-generated annotations_creators:machine-generated language_creators:found multilinguality:monolingual size_categories:100K<n<1M size_categories:1K<n<10K source_datasets:original language:en license:mit fused-head-identification region:us
{"annotations_creators": ["crowdsourced", "expert-generated", "machine-generated"], "language_creators": ["found"], "language": ["en"], "license": ["mit"], "multilinguality": ["monolingual"], "size_categories": ["100K<n<1M", "1K<n<10K"], "source_datasets": ["original"], "task_categories": ["token-classification"], "task_ids": [], "paperswithcode_id": "numeric-fused-head", "pretty_name": "Numeric Fused Heads", "config_names": ["identification", "resolution"], "tags": ["fused-head-identification"], "dataset_info": [{"config_name": "identification", "features": [{"name": "tokens", "sequence": "string"}, {"name": "start_index", "dtype": "int32"}, {"name": "end_index", "dtype": "int32"}, {"name": "label", "dtype": {"class_label": {"names": {"0": "neg", "1": "pos"}}}}], "splits": [{"name": "train", "num_bytes": 22290345, "num_examples": 165606}, {"name": "test", "num_bytes": 68282, "num_examples": 500}, {"name": "validation", "num_bytes": 2474528, "num_examples": 18401}], "download_size": 24407520, "dataset_size": 24833155}, {"config_name": "resolution", "features": [{"name": "tokens", "sequence": "string"}, {"name": "line_indices", "sequence": "int32"}, {"name": "head", "sequence": "string"}, {"name": "speakers", "sequence": "string"}, {"name": "anchors_indices", "sequence": "int32"}], "splits": [{"name": "train", "num_bytes": 19766437, "num_examples": 7412}, {"name": "test", "num_bytes": 2743071, "num_examples": 1000}, {"name": "validation", "num_bytes": 2633549, "num_examples": 1000}], "download_size": 24923403, "dataset_size": 25143057}]}
TAGS
#task_categories-token-classification #annotations_creators-crowdsourced #annotations_creators-expert-generated #annotations_creators-machine-generated #language_creators-found #multilinguality-monolingual #size_categories-100K<n<1M #size_categories-1K<n<10K #source_datasets-original #language-English #license-mit #fused-head-identification #region-us 


# Dataset Card for Numeric Fused Heads

## Table of Contents
- Dataset Description
  - Dataset Summary
  - Supported Tasks and Leaderboards
  - 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
  - Contributions

## 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



### Supported Tasks and Leaderboards

- Numeric Fused Head Identification
- Numeric Fused Head Resolution

### Languages

English

## Dataset Structure

### Data Instances

## Identification



## Resolution



### 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



## Dataset Creation

### Curation Rationale



### Source Data

#### Initial Data Collection and Normalization



#### Who are the source language producers?



### Annotations

#### Annotation process



#### Who are the annotators?



### 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

MIT License




### Contributions

Thanks to @ghomasHudson for adding this dataset.
# Dataset Card for Numeric Fused Heads ## Table of Contents
- Dataset Description
  - Dataset Summary
  - Supported Tasks and Leaderboards
  - 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
  - Contributions ## 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 ### Supported Tasks and Leaderboards

- Numeric Fused Head Identification
- Numeric Fused Head Resolution ### Languages

English ## Dataset Structure ### Data Instances ## Identification ## Resolution ### 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 ## Dataset Creation ### Curation Rationale ### Source Data #### Initial Data Collection and Normalization #### Who are the source language producers? ### Annotations #### Annotation process #### Who are the annotators? ### 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

MIT License ### Contributions

Thanks to @ghomasHudson for adding this dataset.
TAGS
#task_categories-token-classification #annotations_creators-crowdsourced #annotations_creators-expert-generated #annotations_creators-machine-generated #language_creators-found #multilinguality-monolingual #size_categories-100K<n<1M #size_categories-1K<n<10K #source_datasets-original #language-English #license-mit #fused-head-identification #region-us 
 # Dataset Card for Numeric Fused Heads ## Table of Contents
- Dataset Description
  - Dataset Summary
  - Supported Tasks and Leaderboards
  - 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
  - Contributions ## 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 ### Supported Tasks and Leaderboards

- Numeric Fused Head Identification
- Numeric Fused Head Resolution ### Languages

English ## Dataset Structure ### Data Instances ## Identification ## Resolution ### 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 ## Dataset Creation ### Curation Rationale ### Source Data #### Initial Data Collection and Normalization #### Who are the source language producers? ### Annotations #### Annotation process #### Who are the annotators? ### 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

MIT License ### Contributions

Thanks to @ghomasHudson for adding this dataset.