Generation of Textual Description: Difference between revisions

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* Exploring the dataset
* Exploring the dataset
* Finding textual data of the book
* Exploring in-context learning models for text summarization
| align="center" | ✓
| align="center" | ✓
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| align="center" |Week 5
| align="center" |Week 5
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* Pre-processing text
* TBD
* Quality assessment of the data
| align="center" | ✓
| align="center" | ✓
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| align="center" |Week 6
| align="center" |Week 6
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* Applying NER using Spacy
* TBD
| align="center" | ✓
| align="center" | ✓
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| align="center" |Week 7
| align="center" |Week 7
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* Manually labelling chapter 3
* TBD
* GPT-4 Prompt Engineering
| align="center" | ✓
| align="center" | ✓
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| align="center" |Week 8
| align="center" |Week 8
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* Working on mapping with QGIS
* TBD
| align="center" | ✓
| align="center" |  
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| align="center" |Week 9
| align="center" |Week 9
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* Finalizing GPT-4 Prompt
* TBD
* Automating Wikipedia Page Search
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| align="center" | ✓
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| align="center" |Week 10
| align="center" |Week 10
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* Finalizing the list of manually detected locations
* TBD
* Evaluation of GPT-4 and Spacy Results for chapter 3
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| align="center" | ✓
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| align="center" |Week 11
| align="center" |Week 11
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* Matching the coordinates of the locations from chapter 3
* TBD
* QGIS mapping of the locations from chapter 3
| align="center" | ✓
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| align="center" |Week 12
| align="center" |Week 12
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* Visualizing the full chapter 3 journey
* TBD
* Retrieving the locations from the entire book
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| align="center" | ✓
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| align="center" |Week 13
| align="center" |Week 13
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* Matching the coordinates of the locations from the entire book
* TBD
* Retrieving coordinates from matched Wikipedia pages
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* GeoPandas Mapping of the locations from the entire book
* Visualizing the full journey
| align="center" | ✓
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| align="center" |Week 14
| align="center" |Week 14
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* Develop a platform to display outputs
* TBD
* Complete GitHub repository
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* Complete Wiki page
* Complete presentation
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Revision as of 15:25, 2 November 2024

Introduction

Motivation

Deliverables

Project Timeline & Milestones

Timeframe Task Completion
Week 4
  • Exploring the dataset
  • Exploring in-context learning models for text summarization
 ✓
Week 5
  • TBD
 ✓
Week 6
  • TBD
 ✓
Week 7
  • TBD
 ✓
Week 8
  • TBD
Week 9
  • TBD
Week 10
  • TBD
Week 11
  • TBD
Week 12
  • TBD
Week 13
  • TBD
Week 14
  • TBD

Methodology

Results

Limitations and further work

Conclusion

Credits

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