LLM Knowledge Map 2018–2025

An Excel knowledge map of large language model research from 2018 to 2025, organized into linked sheets, charts, and evidence layers.

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An Excel knowledge map of LLM research from 2018 to 2025.

Try in Kimi

Create an Excel workbook mapping large language model research from 2018 through 2025. Build linked sheets for the timeline, major topics, methods, institutions, and source records; add native charts, a knowledge-graph view, clear definitions, and notes on evidence and limitations.

Add a citation audit

Track source completeness, duplicates, dates, and evidence strength for each record.

Try in Kimi

Create an Excel workbook mapping large language model research from 2018 through 2025. Build linked sheets for the timeline, major topics, methods, institutions, and source records; add native charts, a knowledge-graph view, clear definitions, and notes on evidence and limitations.

Compare research themes

Make changes in themes and methods visible across the seven-year period.

Try in Kimi

Create an Excel workbook mapping large language model research from 2018 through 2025. Build linked sheets for the timeline, major topics, methods, institutions, and source records; add native charts, a knowledge-graph view, clear definitions, and notes on evidence and limitations.

Prepare a research briefing

Turn the map into a filterable briefing for a research strategy meeting.

Try in Kimi

Create an Excel workbook mapping large language model research from 2018 through 2025. Build linked sheets for the timeline, major topics, methods, institutions, and source records; add native charts, a knowledge-graph view, clear definitions, and notes on evidence and limitations.

Start with this prompt

An Excel knowledge map of LLM research from 2018 to 2025.

Try in Kimi

Create an Excel workbook mapping large language model research from 2018 through 2025. Build linked sheets for the timeline, major topics, methods, institutions, and source records; add native charts, a knowledge-graph view, clear definitions, and notes on evidence and limitations.

Add a citation audit

Track source completeness, duplicates, dates, and evidence strength for each record.

Try in Kimi

Create an Excel workbook mapping large language model research from 2018 through 2025. Build linked sheets for the timeline, major topics, methods, institutions, and source records; add native charts, a knowledge-graph view, clear definitions, and notes on evidence and limitations.

Compare research themes

Make changes in themes and methods visible across the seven-year period.

Try in Kimi

Create an Excel workbook mapping large language model research from 2018 through 2025. Build linked sheets for the timeline, major topics, methods, institutions, and source records; add native charts, a knowledge-graph view, clear definitions, and notes on evidence and limitations.

Prepare a research briefing

Turn the map into a filterable briefing for a research strategy meeting.

Try in Kimi

Create an Excel workbook mapping large language model research from 2018 through 2025. Build linked sheets for the timeline, major topics, methods, institutions, and source records; add native charts, a knowledge-graph view, clear definitions, and notes on evidence and limitations.