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Are LLMs good at structured outputs? A benchmark for evaluating structured output capabilities in LLMs.
Yu Liu
Duantengchuan Li
Kaili Wang
Zhuoran Xiong
Fobo Shi
Jian Wang
Bing Li
Bo Hang
Published in:
Inf. Process. Manag. (2024)
Keyphrases
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structured output
maximum margin
latent variables
multiclass classification
structured prediction
support vector machine
discriminative learning
conditional random fields
multi task learning
support vector
multi task
probabilistic model
multi class