2021
Improving the Efficiency and Effectiveness for BERT-based Entity Resolution
AAAI 2021technical
BERT has set a new state-of-the-art performance on entity resolution (ER) task, largely owed to fine-tuning pre-trained language models and the deep pair-wise interaction. Albeit being remarkably effective, it comes with a steep increase in computational cost, as the deep-interaction requires to exh…