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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 generat
by thomasahle 4y ago
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.
- axiom92 4y agoIt has been possible to generate impressive graphs from text since GPT-2. Though you need a few tricks to make it work. Here's an example (my work): https://aclanthology.org/2021.naacl-main.67.pdf https://aclanthology.org/2021.naacl-main.67.pdf TLDR of the input/output: https://madaan.github.io/res/tldr/graph_gen_tldr.jpg https://madaan.github.io/res/tldr/graph_gen_tldr.jpg Some work from AllenAI: https://proscript.allenai.org/ https://proscript.allenai.org/
- teruakohatu 4y agoVery impressive.