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      <title>My Research Proposals - Dynamic Tokenization and Sentiment-Aware Attention in Code-Mixed Manglish by ROHAYANTI BINTI HASSAN Fc</title>
      <link>https://padlet.com/rohayanti1/RohaProposal</link>
      <description></description>
      <language>en-us</language>
      <pubDate>2025-05-08 16:26:33 UTC</pubDate>
      <lastBuildDate>2025-10-17 04:33:57 UTC</lastBuildDate>
      <webMaster>hello@padlet.com</webMaster>
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         <title>The Prompt</title>
         <author>rohayanti1</author>
         <link>https://padlet.com/rohayanti1/RohaProposal/wish/3442139409</link>
         <description><![CDATA[<p>1. I am writing a fundamental grant proposal. My domain is sentiment text prediction. This is 1 reference paper, i want to improve further the method, title: Leveraging Multilingual Transformer for Multiclass Sentiment Analysis in Code-Mixed Data of Low-Resource Languages. The diagram shows the proposed method. Can u summarize the process of the methodology. Put in a table.  </p><p> </p><p>2. Suit the workflow with my dataset. To be run with malay and manglish dataset. Dataset will be extracted from huggingface. </p><p> </p><p>3. From Step 2: Implementation Workflow, can u identify potential problem and potential improvement,  make it in a table. </p><p> </p><p>4. I prefer to improve NLP Tokenizer (BERT Tokenizer). can u detail the problems and steps to solve in a table. </p><p> </p><p>5. So now, my future research going to focus on this problem and solution. can u write the problem background based on these key points. in a table short and precise, </p><p> </p><p>6. From the above problem background, write me the aligned research questions and research objectives. </p><p> </p><p>7. can u suggest some title to reflect this method, to submit for fundamental grant proposal. </p><p> </p><p>8. I choose this title, Dynamic Tokenization and Sentiment-Aware Attention in Code-Mixed Manglish. help me to write the executive summary follow this rubric. write in a paragraph, in 300 words.</p><p><br></p><p>9.Rewrite the explanation of each process in the workflow, in a table, and align with this new milestones.</p>]]></description>
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         <pubDate>2025-05-08 16:31:08 UTC</pubDate>
         <guid>https://padlet.com/rohayanti1/RohaProposal/wish/3442139409</guid>
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      <item>
         <title>Step 2 - Choose your dataset</title>
         <author>rohayanti1</author>
         <link>https://padlet.com/rohayanti1/RohaProposal/wish/3442139957</link>
         <description><![CDATA[]]></description>
         <enclosure url="" />
         <pubDate>2025-05-08 16:31:38 UTC</pubDate>
         <guid>https://padlet.com/rohayanti1/RohaProposal/wish/3442139957</guid>
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      <item>
         <title>Step 3 - Identify 

Potential Issues &amp; Improvement</title>
         <author>rohayanti1</author>
         <link>https://padlet.com/rohayanti1/RohaProposal/wish/3442140327</link>
         <description><![CDATA[]]></description>
         <enclosure url="" />
         <pubDate>2025-05-08 16:32:01 UTC</pubDate>
         <guid>https://padlet.com/rohayanti1/RohaProposal/wish/3442140327</guid>
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      <item>
         <title>Step 4 - 

Choose your preference issues</title>
         <author>rohayanti1</author>
         <link>https://padlet.com/rohayanti1/RohaProposal/wish/3442140784</link>
         <description><![CDATA[]]></description>
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         <pubDate>2025-05-08 16:32:25 UTC</pubDate>
         <guid>https://padlet.com/rohayanti1/RohaProposal/wish/3442140784</guid>
      </item>
      <item>
         <title>Step 5 - 

Detail issues and solution</title>
         <author>rohayanti1</author>
         <link>https://padlet.com/rohayanti1/RohaProposal/wish/3442141152</link>
         <description><![CDATA[]]></description>
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         <pubDate>2025-05-08 16:32:44 UTC</pubDate>
         <guid>https://padlet.com/rohayanti1/RohaProposal/wish/3442141152</guid>
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      <item>
         <title>Step 6 - 

Craft Problem Background</title>
         <author>rohayanti1</author>
         <link>https://padlet.com/rohayanti1/RohaProposal/wish/3442141470</link>
         <description><![CDATA[]]></description>
         <enclosure url="" />
         <pubDate>2025-05-08 16:33:02 UTC</pubDate>
         <guid>https://padlet.com/rohayanti1/RohaProposal/wish/3442141470</guid>
      </item>
      <item>
         <title>Step 7 - 

Craft RQ and RO</title>
         <author>rohayanti1</author>
         <link>https://padlet.com/rohayanti1/RohaProposal/wish/3442141758</link>
         <description><![CDATA[]]></description>
         <enclosure url="" />
         <pubDate>2025-05-08 16:33:16 UTC</pubDate>
         <guid>https://padlet.com/rohayanti1/RohaProposal/wish/3442141758</guid>
      </item>
      <item>
         <title>Step 8 - 

Craft the Title</title>
         <author>rohayanti1</author>
         <link>https://padlet.com/rohayanti1/RohaProposal/wish/3442142118</link>
         <description><![CDATA[]]></description>
         <enclosure url="" />
         <pubDate>2025-05-08 16:33:38 UTC</pubDate>
         <guid>https://padlet.com/rohayanti1/RohaProposal/wish/3442142118</guid>
      </item>
      <item>
         <title>Step 9 - 

Craft Executive Summary</title>
         <author>rohayanti1</author>
         <link>https://padlet.com/rohayanti1/RohaProposal/wish/3442142323</link>
         <description><![CDATA[]]></description>
         <enclosure url="" />
         <pubDate>2025-05-08 16:33:51 UTC</pubDate>
         <guid>https://padlet.com/rohayanti1/RohaProposal/wish/3442142323</guid>
      </item>
      <item>
         <title>Step 10 - 

Redesign Methodology</title>
         <author>rohayanti1</author>
         <link>https://padlet.com/rohayanti1/RohaProposal/wish/3442142547</link>
         <description><![CDATA[]]></description>
         <enclosure url="" />
         <pubDate>2025-05-08 16:34:05 UTC</pubDate>
         <guid>https://padlet.com/rohayanti1/RohaProposal/wish/3442142547</guid>
      </item>
      <item>
         <title>Step 11 - 

Write Activity &amp; Milestone</title>
         <author>rohayanti1</author>
         <link>https://padlet.com/rohayanti1/RohaProposal/wish/3442142795</link>
         <description><![CDATA[]]></description>
         <enclosure url="" />
         <pubDate>2025-05-08 16:34:18 UTC</pubDate>
         <guid>https://padlet.com/rohayanti1/RohaProposal/wish/3442142795</guid>
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