carrie0307/DL_EventExtractionPapers

• highreadme#1

  Reposition the README's opening sentence to clarify repo type

  原因：

  当前

  Based on BaptisteBlouin, I review papers about **Deep Learning based Event Extraction**, and annotate **keywords and Abbreviation of Models**. Besides, I categorized the papers as **Chinese Event Extraction, Open-domain Event Extraction, Event Data Generation, Cross-lingual Event Extraction, Few-Shot Event Extraction and Zero-Shot Event Extraction**, **Document-level EE**.

  复制粘贴的修复

  复制

  This repository is a curated collection of research papers on **Deep Learning based Event Extraction** since 2015. It includes annotations for **keywords and model abbreviations**, and papers are categorized by sub-domain such as **Chinese Event Extraction, Open-domain Event Extraction, Event Data Generation, Cross-lingual Event Extraction, Few-Shot Event Extraction, Zero-Shot Event Extraction, and Document-level EE**.

  待办完成忽略
• mediumabout#2

  Update the repository description to English

  原因：

  当前

  2015年以来基于深度学习方法的事件抽取论文整理

  复制粘贴的修复

  复制

  A curated collection of research papers on Deep Learning based Event Extraction since 2015.

  待办完成忽略

本次扫描解析到的品类 GEO 通道：google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• 品类问题

  What are the latest deep learning methods for extracting events from unstructured text?

  你：未被推荐
  AI 推荐顺序：

  1. GPT-4
  2. Claude 3
  3. Llama 3
  4. Llama 2
  5. Mistral
  6. Flan-T5
  7. OneIE
  8. Text2Event
  9. T5
  10. BART
  11. BERT
  12. RoBERTa
  13. ELECTRA
  14. Graph-based Event Extraction with Argument-Specific Structures
  15. JMEE
  16. PURE

  AI 推荐了 16 个替代方案，却始终没点名 carrie0307/DL_EventExtractionPapers。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  Where can I find resources on few-shot and zero-shot event extraction models?

  你：未被推荐
  AI 推荐顺序：

  1. Hugging Face Transformers Library (huggingface/transformers)
  2. distilbert-base-uncased
  3. roberta-base
  4. gpt-2
  5. t5-base
  6. SetFit Library (huggingface/setfit)
  7. OpenNRE (thunlp/OpenNRE)
  8. GPT-3
  9. GPT-4
  10. Claude
  11. Llama 2

  AI 推荐了 11 个替代方案，却始终没点名 carrie0307/DL_EventExtractionPapers。这就是要补上的差距。

  查看 AI 完整回答

• Metadata completeness

  warn

  建议：

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of carrie0307/DL_EventExtractionPapers?

  pass
  ⚠AI 未点名 carrie0307/DL_EventExtractionPapers —— 很可能在说另一个项目

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• If a team adopts carrie0307/DL_EventExtractionPapers in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 carrie0307/DL_EventExtractionPapers

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• In one sentence, what problem does the repo carrie0307/DL_EventExtractionPapers solve, and who is the primary audience?

  pass
  ⚠AI 未点名 carrie0307/DL_EventExtractionPapers —— 很可能在说另一个项目

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？