The tendency analysis of the judgment results in the judgment documents is the premise of completing the lawyer recommendation system. How to effectively realize the tendency analysis of judgment results has been focused on. This study proposes a biased analysis model based on attention mechanism and BiGRU. First, training the word embedding to obtain a word embedding table. Then, by looking up the word embedding table, the document data is transformed into a word embedding sequence, and the word embedding sequence is used as input to train the judgment result orientation analysis model. The experimental results show that the attention mechanism and BiGRU algorithm have certain effectiveness in the analysis of decision results. The model can make a reasonable judgment on the propensity of the judgment results in the judgment documents, and provide a reasonable scoring basis for the realization of the later lawyer recommendation system.