Skip to content

HuieL/SciQA

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

29 Commits
 
 
 
 
 
 
 
 

Repository files navigation

We have some duties to do, you can pick one and leave your name behind the item;

Codes

1. Graph Retrieval:

  • Hybrid embedding; (Zhihan)

    Sparse=TFIDF, Dense=OpenAI (sparse can be switched to bm25, I wrote the code for bm25 as well, just that bm25 only generates a score and needs a query as input).

  • GNNs for retrieval; (Yuntong)
  • Projection layer; (Yuntong)

2. Paper to Graph:

  • Convert paper's content to a pyg graph; (Zhihan)

    take an arxiv id and convert it to a graph using NER.

3. LLM Generation:

  • Strutured prompt design;
  • Generator;

4. Baselines:

  • COT, ToG, RoG ...

Paper Writing

  • Introduction;
  • Related Work;
  • Problem Formulation;
  • Experiment;
  • Conclution;
  • Appendix.

About

No description, website, or topics provided.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages