first draft of argot resource page

resources/argot-dataset-2020.md

+---
+layout: page
+title: ArGoT 2021 - arXiv Glossary of Terms
+---
+
+### Release
+ - This page documents: ArGoT 2021 (latest)
+
+### Contents
+  - 5,023 compressed XML files using the arXiv's naming convention.
+  - 881,301  articles.
+  - 800 ZIP archives, in arXiv's Year-Month `yymm` naming scheme.
+  - The XML sources total `500 MB` packaged, and `2.1 TB` unpacked.
+
+### Download
+  - [Download link](https://gl.kwarc.info/SIGMathLing/dataset-argot-2021)
+  - [SIGMathLing members](/member/) only. Joining is free and mostly a legal checkmark on our end - all researchers welcome!
+
+### Description
+
+This is the first public release of the ArGoT dataset generated by the [Formal Abstracts](https://formalabstracts.github.io/) research group.
+ArGoT is a dataset of term-definition pairs automatically extracted from the arXiv mathematical papers.
+It is comprised of  XML files  with the following tags and attributes:
+   - article: arXiv article entry
+       - name: link to the article in the arXiv
+       - num: number of paragraphs in the article
+   - definition: a paragraph labeled as a definition by the ML classifier
+       - index: paragraph number inside the article
+   - dfndum: the term (definiendum) found in the statement of the definition.
+
+Two independently extracted  versions of the dataset are provided:
+  - NN: Neural network approach using a combination of LSTM for classification and LSTM-CRF for sequence tagging and
+  - SGD: Stochastic Gradient Descent for classification and ChunkParser for named entity recognition.
+
+
+### Citing this Resource
+
+#### pure bibTeX
+```
+@MISC{SML:argot:2021,
+  author = {Luis Berlioz},
+  title = {ArGoT:2021 dataset, arXiv Glossary of Terms},
+  howpublished = {hosted at \url{https://sigmathling.kwarc.info/resources/argot-dataset-2021/}},
+  note = {SIGMathLing -- Special Interest Group on Math Linguistics},
+  year = {2021}
+```
+
+#### bibTeX for the bibLaTeX package (preferred)
+```
+@online{SML:argot:2021,
+  author = {Luis Berlioz},
+  title = {argot:2021 dataset, an automatically extracted glossary of mathematical terms from the arXiv},
+  url = {https://sigmathling.kwarc.info/resources/argot-dataset-2021/},
+  note = {SIGMathLing -- Special Interest Group on Math Linguistics},
+  year = {2021}
+```
+
+#### EndNote
+```
+%0 Generic
+%T argot:2021 dataset, an automatically extracted glossary of mathematical terms from the arXiv
+%A Berlioz, Luis
+%D 2021
+%I hosted at https://sigmathling.kwarc.info/resources/argot-dataset-2021/
+%F SML:argot:2021b
+%O SIGMathLing – Special Interest Group on Math Linguistics
+```
+
+### Accessibility and License
+The content of this Dataset is licensed to [SIGMathLing members](/member/) for research
+and tool development purposes.
+
+Access is restricted to  [SIGMathLing members](/member/) under the
+[SIGMathLing Non-Disclosure-Agreement](/nda/) as for most [arXiv](http://arxiv.org)
+articles, the right of distribution was only given (or assumed) to arXiv itself.
+
+### Generated via
+ - [LaTeXML 0.8.5](https://github.com/brucemiller/LaTeXML/releases/tag/v0.8.5),
+ - [latexml-plugin-argot 1.1](docker-singularity classifier)
+
+### About
+Part of the [Formal Abstracts](https://formalabstracts.github.io/) research group. Author: Luis Berlioz
+
+### Appendix
+**MathML formula example:**
+
+```xml
+    <article name="1407_005/1407.2218/1407.2218.xml" num="89">
+    <definition index="51">
+        <stmnt> Assume _inline_math_. We define the following space-time 
+        norm if _inline_math_ is a time interval _display_math_ </stmnt>
+        <dfndum>space-time norm</dfndum>
+    </definition>
+    </article>
+```