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cs.LG2024
OrchMoE: Efficient Multi-Adapter Learning with Task-Skill Synergy
Haowen Wang, Tao Sun, Kaixiang Ji +3
We advance the field of Parameter-Efficient Fine-Tuning (PEFT) with our novel multi-adapter method, OrchMoE, which capitalizes on modular skill architecture for enhanced forward tr…
cs.LG2023
Learning Implicit Entity-object Relations by Bidirectional Generative Alignment for Multimodal NER
Feng Chen, Jiajia Liu, Kaixiang Ji +3
The challenge posed by multimodal named entity recognition (MNER) is mainly two-fold: (1) bridging the semantic gap between text and image and (2) matching the entity with its asso…