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Fig 1.

The mechanism of PDP and corporate TFP.

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Fig 2.

Pretrained LLM model architecture.

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Table 1.

Statistical description of the variables.

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Table 1 Expand

Table 2.

Baseline regression results.

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Table 3.

Endogeneity test results.

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Table 4.

Robustness check results.

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Table 5.

Mechanistic analysis results.

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Table 6.

The impact of IUR collaboration on corporate TFP.

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Table 6 Expand

Table 7.

The enhancing effect of IUR collaboration.

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Table 7 Expand

Fig 3.

The enhancing effect of IUR collaboration.

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Fig 3 Expand

Table 8.

Further analysis.

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