Reinforcement learning for streaming entity pairs labeling.

Web: https://www.reddit.com/r/reinforcementlearning/comments/sbn50x/reinforcement_learning_for_streaming_entity_pairs/

Hi Everyone,

I am currently working on Entity Matching for Streaming Data. The training dataset is not available in this job. The input stream is a pair of entities, as illustrated in the table below. My objective is to create a model that labels entity pairs as a "match" or "not match". To get the true label for the entity pairs, active learning is used.

Name Brand Address entity_1 Apple iPhone 8 plus CA

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Name Manufacturer Location Price entity_2 …

labeling learning reinforcement learning reinforcementlearning streaming