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README.md

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 ---
 license: mit
+language:
+- en
+paperswithcode_id: embedding-data/altlex
+pretty_name: altlex
+---
+
+# Dataset Card for "ESPECTER"
+
+## 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:** [https://github.com/chridey/altlex](https://github.com/chridey/altlex)
+- **Repository:** [More Information Needed](https://github.com/chridey/altlex)
+- **Paper:** [https://aclanthology.org/P16-1135.pdf](https://aclanthology.org/P16-1135.pdf)
+**Point of Contact:** [Christopher Hidey](ch3085@columbia.edu)
+
+### Dataset Summary
+
+Git repository for software associated with the 2016 ACL paper "Identifying Causal Relations Using Parallel Wikipedia Articles."
+
+### Supported Tasks and Leaderboards
+
+[More Information Needed](https://github.com/chridey/altlex)
+
+### Languages
+
+[More Information Needed](https://github.com/chridey/altlex)
+
+## Dataset Structure
+
+Parallel Wikipedia Format
+
+This is a gzipped, JSON-formatted file. The "titles" array is the shared title name of the English and Simple Wikipedia articles. 
+The "articles" array consists of two arrays and each of those arrays must be the same length as the "titles" array and 
+the indices into these arrays must point to the aligned articles and titles. 
+Each article within the articles array is an array of tokenized sentence strings (but not word tokenized).
+
+The format of the dictionary is as follows:
+
+```
+{"files": [english_name, simple_name],
+ "articles": [
+              [[article_1_sentence_1_string, article_1_sentence_2_string, ...],
+               [article_2_sentence_1_string, article_2_sentence_2_string, ...],
+               ...
+              ],
+              [[article_1_sentence_1_string, article_1_sentence_2_string, ...],
+               [article_2_sentence_1_string, article_2_sentence_2_string, ...],
+               ...
+              ]
+             ],
+  "titles": [title_1_string, title_2_string, ...]
+}
+
+```
+
+Parsed Wikipedia Format
+
+This is a gzipped, JSON-formatted list of parsed Wikipedia article pairs. 
+The list stored at 'sentences' is of length 2 and stores each version
+of the English and Wikipedia article with the same title.
+
+The data is formatted as follows:
+
+```
+[
+ {
+  "index": article_index,
+  "title": article_title_string,
+  "sentences": [[parsed_sentence_1, parsed_sentence_2, ...],
+                [parsed_sentence_1, parsed_sentence_2, ...]
+               ]
+ },
+ ...
+]
+
+```
+
+Parsed Pairs Format
+
+This is a gzipped, JSON-formatted list of parsed sentences. Paraphrase pairs are consecutive 
+even and odd indices. For the parsed sentence, see "Parsed Sentence Format."
+
+The data is formatted as follows:
+
+```
+[
+  ...,
+  parsed_sentence_2,
+  parsed_sentence_3,
+  ...
+]
+
+```
+
+Parsed Sentence Format
+
+Each parsed sentence is of the following format:
+
+```
+{
+   "dep": [[[governor_index, dependent_index, relation_string], ...], ...], 
+   "lemmas": [[lemma_1_string, lemma_2_string, ...], ...],
+   "pos": [[pos_1_string, pos_2_string, ...], ...],
+   "parse": [parenthesized_parse_1_string, ...], 
+   "words": [[word_1_string, word_2_string, ...], ...] , 
+   "ner": [[ner_1_string, ner_2_string, ...], ...]
+}
+
+```
+
+Feature Extractor Config Format
+
+```
+{"framenetSettings": 
+   {"binary": true/false}, 
+ "featureSettings": 
+   {
+   "arguments_cat_curr": true/false, 
+   "arguments_verbnet_prev": true/false, 
+   "head_word_cat_curr": true/false, 
+   "head_word_verbnet_prev": true/false, 
+   "head_word_verbnet_altlex": true/false, 
+   "head_word_cat_prev": true/false, 
+   "head_word_cat_altlex": true/false, 
+   "kld_score": true/false, 
+   "head_word_verbnet_curr": true/false, 
+   "arguments_verbnet_curr": true/false, 
+   "framenet": true/false, 
+   "arguments_cat_prev": true/false, 
+   "connective": true/false
+   }, 
+ "kldSettings": 
+   {"kldDir": $kld_name}
+}
+
+```
+
+Data Point Format
+
+It is also possible to run the feature extractor directly on a single data point. 
+From the featureExtraction module create a FeatureExtractor object and call the method addFeatures
+on a DataPoint object (note that this does not create any interaction features,
+for that you will also need to call makeInteractionFeatures). 
+The DataPoint class takes a dictionary as input, in the following format:
+
+```
+{
+"sentences": {[{"ner": [...], "pos": [...], "words": [...], "stems": [...], "lemmas": [...], "dependencies": [...]}, {...}]}
+"altlexLength": integer,
+"altlex": {"dependencies": [...]}
+}
+The sentences list is the pair of sentences/spans where the first span begins with the altlex. Dependencies must be a list where at index i there is a dependency relation string and governor index integer or a NoneType. Index i into the words list is the dependent of this relation. To split single sentence dependency relations, use the function splitDependencies in utils.dependencyUtils.
+
+```
+
+### Curation Rationale
+
+[More Information Needed](https://github.com/chridey/altlex)
+
+### Source Data
+
+#### Initial Data Collection and Normalization
+
+[More Information Needed](https://github.com/chridey/altlex)
+
+#### Who are the source language producers?
+
+[More Information Needed](https://github.com/chridey/altlex)
+
+### Annotations
+
+#### Annotation process
+
+[More Information Needed](https://github.com/chridey/altlex)
+
+#### Who are the annotators?
+
+[More Information Needed](https://github.com/chridey/altlex)
+
+### Personal and Sensitive Information
+
+[More Information Needed](https://github.com/chridey/altlex)
+
+## Considerations for Using the Data
+
+### Social Impact of Dataset
+
+[More Information Needed](https://github.com/chridey/altlex)
+
+### Discussion of Biases
+
+[More Information Needed](https://github.com/chridey/altlex)
+
+### Other Known Limitations
+
+[More Information Needed](https://github.com/chridey/altlex)
+
+## Additional Information
+
+### Dataset Curators
+
+[More Information Needed](https://github.com/chridey/altlex)
+
+### Licensing Information
+
+[More Information Needed](https://github.com/chridey/altlex)
+
+### Citation Information
+
+### Contributions
+
+Thanks to [@chridey](https://github.com/chridey/altlex/commits?author=chridey)
 ---