---
author: Leso_KN
mat-no: 000000
sources:
  - Docker Logo - https://www.docker.com/sites/default/files/vertical.png
  - Tree Graphics - Amulya Gupta 2018, https://www.aclweb.org/anthology/attachments/P18-1197.Presentation.pdf

ref: https://www.aclweb.org/anthology/P18-1197/
---

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# To Attend Or Not To Attend

## Anaylsis and replication attempt of the case study

<foot>An original presentation by Leso_KN. Translated from German by Leso_KN.</foot>

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### Agenda

* Introduction
* Technical Approach
* Field Test
* Evaluation
</ul>

* Prospects

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## Introduction

## `____________________________________________`

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### The Project

* Detection of similarities between two sentences
* Detection of paraphrases
* Case study
  * Which model generates the best results?
</ul>

* Scope for this analysis:</br><span class=accent>Similarity of two sentences</span>

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## Technical Approach

## > python main.py

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### Technical Approach

* Classical approach: Linear
* Alternative approach: Trees
  * Motivation:</br><span class=accent style=font-size:.8em>The assumption, that trees contain more linguistic information</br>than linear models</span>
</ul>

* Libraries: Python 3, pytorch, scipy and Stanford Parser

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<div class=center style="width:60vw">

<img src=gra1.png width=100%/>

* Stanford Constituency Parser
* <span class=accent>T-LSTM</span>
* Comparison: MDA ⬌ PA
  * Best behaviour: PA-model

</div>

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### Technical Approach

<img class=center style="width:20vw" src="https://web.archive.org/web/20220314093148if_/https://www.docker.com/sites/default/files/vertical.png" />

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## Field Test

## > Test()

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### Evaluation

* **Replicability**
  * Was it possible to just run the code?</br>
    <span class=accent>out-of-the-box experience?</span>
  * No..
* **Traceability**
  * Were the results the same?
  * Yes!
    * But: The uploaded code was incomplete!</br>

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## Prospects

## `____________________________________________`

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# Many thanks!

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### Sources

Docker Logo: https://www.docker.com/sites/default/files/vertical.png

Tree Graphics: <span class=accent>Amulya Gupta 2018</span>, https://www.aclweb.org/anthology/attachments/P18-1197.Presentation.pdf

**See also**

https://www.aclweb.org/anthology/P18-1197/

<foot>
Autor: Leso_KN (000000) – Semester: 0</br>
WiSe '19/20 – Applied Methods of Natural Language Processing, Prof. Doc. John Doe
</foot>

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<span style=position:fixed;bottom:1cm;right:1cm;color:orange;font-size:3em>This is a DEMO – Copyright (c) Lesosoftware 2020</span>

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