I remember writing chatbots just 5 years ago, a major challenge was how infer structured output using a neural network.
Now you just use text output to generate raw json and parse that. Crazy times.
Now you just use text output to generate raw json and parse that. Crazy times.
Here's an example (my work): https://aclanthology.org/2021.naacl-main.67.pdf
TLDR of the input/output: https://madaan.github.io/res/tldr/graph_gen_tldr.jpg
Some work from AllenAI: https://proscript.allenai.org/