no code implementations • 30 Nov 2023 • Zhebin Zhang, Xinyu Zhang, Yuanhang Ren, Saijiang Shi, Meng Han, Yongkang Wu, Ruofei Lai, Zhao Cao
In this paper, we propose an Induction-Augmented Generation (IAG) framework that utilizes inductive knowledge along with the retrieved documents for implicit reasoning.
1 code implementation • COLING 2020 • Yuanhang Ren, Ye Du
In this work, we propose a new retrofitting method called Heterogeneously Retrofitted Spectral Word Embedding.
no code implementations • WS 2018 • Yuanhang Ren, Ye Du, Di Wang
Given a paragraph of an article and a corresponding query, instead of directly feeding the whole paragraph to the single BiDAF system, a sentence that most likely contains the answer to the query is first selected, which is done via a deep neural network based on TreeLSTM (Tai et al., 2015).