Generation of Textual Description: Difference between revisions

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==Motivation==
==Motivation==
==Deliverables==
==Deliverables==
==Project Timeline & Milestones==
= Project Timeline & Milestones =
 
{|class="wikitable"
! style="text-align:center;"|Timeframe
! Task
! Completion
|-
| align="center" |Week 4
|
* Exploring the dataset
* Finding textual data of the book
| align="center" | ✓
|-
| align="center" |Week 5
|
* Pre-processing text
* Quality assessment of the data
| align="center" | ✓
|-
| align="center" |Week 6
|
* Applying NER using Spacy
| align="center" | ✓
|-
| align="center" |Week 7
|
* Manually labelling chapter 3
* GPT-4 Prompt Engineering
| align="center" | ✓
|-
| align="center" |Week 8
|
* Working on mapping with QGIS
| align="center" | ✓
|-
| align="center" |Week 9
|
* Finalizing GPT-4 Prompt
* Automating Wikipedia Page Search
| align="center" | ✓
|-
| align="center" |Week 10
|
* Finalizing the list of manually detected locations
* Evaluation of GPT-4 and Spacy Results for chapter 3
| align="center" | ✓
|-
| align="center" |Week 11
|
* Matching the coordinates of the locations from chapter 3
* QGIS mapping of the locations from chapter 3
| align="center" | ✓
|-
 
| align="center" |Week 12
|
* Visualizing the full chapter 3 journey
* Retrieving the locations from the entire book
| align="center" | ✓
|-
 
| align="center" |Week 13
|
* Matching the coordinates of the locations from the entire book
* Retrieving coordinates from matched Wikipedia pages
* GeoPandas Mapping of the locations from the entire book
* Visualizing the full journey
| align="center" | ✓
|-
 
| align="center" |Week 14
|
* Develop a platform to display outputs
* Complete GitHub repository
* Complete Wiki page
* Complete presentation
| align="center" | ✓
|-
|}
 
==Methodology==
==Methodology==
==Results==
==Results==

Revision as of 15:22, 2 November 2024

Introduction

Motivation

Deliverables

Project Timeline & Milestones

Timeframe Task Completion
Week 4
  • Exploring the dataset
  • Finding textual data of the book
 ✓
Week 5
  • Pre-processing text
  • Quality assessment of the data
 ✓
Week 6
  • Applying NER using Spacy
 ✓
Week 7
  • Manually labelling chapter 3
  • GPT-4 Prompt Engineering
 ✓
Week 8
  • Working on mapping with QGIS
 ✓
Week 9
  • Finalizing GPT-4 Prompt
  • Automating Wikipedia Page Search
 ✓
Week 10
  • Finalizing the list of manually detected locations
  • Evaluation of GPT-4 and Spacy Results for chapter 3
 ✓
Week 11
  • Matching the coordinates of the locations from chapter 3
  • QGIS mapping of the locations from chapter 3
 ✓
Week 12
  • Visualizing the full chapter 3 journey
  • Retrieving the locations from the entire book
 ✓
Week 13
  • Matching the coordinates of the locations from the entire book
  • Retrieving coordinates from matched Wikipedia pages
  • GeoPandas Mapping of the locations from the entire book
  • Visualizing the full journey
 ✓
Week 14
  • Develop a platform to display outputs
  • Complete GitHub repository
  • Complete Wiki page
  • Complete presentation
 ✓

Methodology

Results

Limitations and further work

Conclusion

Credits

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