via “academic-literature-summarization-with-citation-extraction”
A large language model for science. Can summarize academic literature, solve math problems, generate Wiki articles, write scientific code, annotate molecules and proteins, and more. [Model API](https://github.com/paperswithcode/galai).
Unique: Trained specifically on scientific literature with domain-aware tokenization and citation-aware attention mechanisms, enabling it to preserve methodological nuance and bibliographic relationships that generic LLMs lose during summarization
vs others: Outperforms GPT-3.5 on scientific paper summarization because it was pre-trained on 48M scientific papers and understands domain conventions, whereas general-purpose models treat citations as generic text