WEC-Eng / README.md
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Table of Contents

Dataset Description

Dataset Summary

A large-scale dataset for cross-document event coreference extracted from English Wikipedia

Supported Tasks and Leaderboards

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Languages

English

Dataset Structure

Data Instances

{ "coref_chain": 2293469, "coref_link": "Family Values Tour 1998", "doc_id": "House of Pain", "mention_context": [ "From", "then", "on", ",", "the", "members", "continued", "their" ], "mention_head": "Tour", "mention_head_lemma": "Tour", "mention_head_pos": "PROPN", "mention_id": "108172", "mention_index": 1, "mention_ner": "UNK", "mention_type": 8, "predicted_coref_chain": null, "sent_id": 2, "tokens_number": [ 50, 51, 52, 53 ], "tokens_str": "Family Values Tour 1998", "topic_id": -1 }

Data Fields

Field Value Type Value
coref_chain Numeric Coreference chain/cluster ID
coref_link String Coreference link wikipeida page/article title
doc_id String Mention page/article title
mention_context List[String] Tokenized mention paragraph (including mention)
mention_head String Mention span head token
mention_head_lemma String Mention span head token lemma
mention_head_pos String Mention span head token POS
mention_id String Mention id
mention_index Numeric Mention index in json file
mention_ner String Mention NER
tokens_number List[Numeric] Mentions tokens ids within the context
tokens_str String Mention span text
topic_id Ignore Ignore
mention_type Ignore Ignore
predicted_coref_chain Ignore Ignore
sent_id Ignore Ignore

Data Splits

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Dataset Creation

Curation Rationale

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Source Data

Initial Data Collection and Normalization

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Who are the source language producers?

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Annotations

Annotation process

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Who are the annotators?

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Personal and Sensitive Information

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Considerations for Using the Data

Social Impact of Dataset

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Discussion of Biases

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Other Known Limitations

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Additional Information

Dataset Curators

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Licensing Information

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Citation Information

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