Search Results for author: Tianyou Song

Found 3 papers, 1 papers with code

Mix of Experts Language Model for Named Entity Recognition

no code implementations30 Apr 2024 Xinwei Chen, Kun Li, Tianyou Song, Jiangjian Guo

Named Entity Recognition (NER) is an essential steppingstone in the field of natural language processing.

Few-shot Name Entity Recognition on StackOverflow

no code implementations15 Apr 2024 Xinwei Chen, Kun Li, Tianyou Song, Jiangjian Guo

StackOverflow, with its vast question repository and limited labeled examples, raise an annotation challenge for us.

Meta-Learning named-entity-recognition +2

Fleet Rebalancing for Expanding Shared e-Mobility Systems: A Multi-agent Deep Reinforcement Learning Approach

1 code implementation11 Nov 2022 Man Luo, Bowen Du, Wenzhe Zhang, Tianyou Song, Kun Li, HongMing Zhu, Mark Birkin, Hongkai Wen

This is particularly challenging in the context of expanding systems, because i) the range of the EVs is limited while charging time is typically long, which constrain the viable rebalancing operations; and ii) the EV stations in the system are dynamically changing, i. e., the legitimate targets for rebalancing operations can vary over time.

Multi-agent Reinforcement Learning

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