no code implementations • ACL 2022 • Wenya Wang, Sinno Pan
Multi-hop reading comprehension requires an ability to reason across multiple documents.
no code implementations • 29 Sep 2021 • Shujie Zhang, Tianyue Zheng, Zhe Chen, Jun Luo, Sinno Pan
In many practical scenarios of signal extraction from a nonlinear mixture, only one (signal) source is intended to be extracted.
1 code implementation • 29 Sep 2021 • Danni Peng, Sinno Pan
To enable effective learning of new tasks with only few samples, meta-learning acquires common knowledge from the existing tasks with a globally shared meta-learner.
2 code implementations • 10 Aug 2021 • Yuntao Du, Jindong Wang, Wenjie Feng, Sinno Pan, Tao Qin, Renjun Xu, Chongjun Wang
This paper proposes Adaptive RNNs (AdaRNN) to tackle the TCS problem by building an adaptive model that generalizes well on the unseen test data.