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2019 CONLL CoNLL 2019

MrMep: Joint Extraction of Multiple Relations and Multiple Entity Pairs Based on Triplet Attention

🌉 Interdisciplinary Bridge - Artificial Intelligence and Deep Learning and Machine Learning and Natural Language Processing
🧭 Keyword Pioneer - entity pair extraction
🐣 Hot Topic Early Bird - multi-head attention
🐝 Cross-Pollinator - Artificial Intelligence, Computer Science, Computer Vision, Data Science & Analytics, Deep Learning, Healthcare & Medicine, Interdisciplinary, Knowledge & Reasoning, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning, Robotics, Speech & Audio

Authors

Jiayu Chen , Caixia Yuan , Xiaojie Wang , Ziwei Bai

Topics

Machine Learning > Core Methods > Classification Deep Learning > Architectures > Neural Networks Natural Language Processing > Applications > Information Extraction Artificial Intelligence > Core AI > Knowledge Representation

Keywords

relation extraction multi-head attention neural encoder-decoder entity pair extraction encoder decoder model triplet attention entity overlap
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