Sharing Parameter by Conjugation for Knowledge Graph Embeddings in Complex Space

1 code implementation • COLING (TextGraphs) 2022 • Xincan Feng, Zhi Qu, Yuchang Cheng, Taro Watanabe, Nobuhiro Yugami

A Knowledge Graph (KG) is the directed graphical representation of entities and relations in the real world.

Knowledge Graph Embedding Knowledge Graph Embeddings

Cross-lingual Contextualized Phrase Retrieval

1 code implementation • 25 Mar 2024 • Huayang Li, Deng Cai, Zhi Qu, Qu Cui, Hidetaka Kamigaito, Lemao Liu, Taro Watanabe

In our work, we propose a new task formulation of dense retrieval, cross-lingual contextualized phrase retrieval, which aims to augment cross-lingual applications by addressing polysemy using context information.

Contrastive Learning Language Modelling +4

Adapting to Non-Centered Languages for Zero-shot Multilingual Translation

1 code implementation • COLING 2022 • Zhi Qu, Taro Watanabe

Multilingual neural machine translation can translate unseen language pairs during training, i. e. zero-shot translation.

Machine Translation Translation

DeepExposure: Learning to Expose Photos with Asynchronously Reinforced Adversarial Learning

no code implementations • NeurIPS 2018 • Runsheng Yu, Wenyu Liu, Yasen Zhang, Zhi Qu, Deli Zhao, Bo Zhang

Based on these sub-images, a local exposure for each sub-image is automatically learned by virtue of policy network sequentially while the reward of learning is globally designed for striking a balance of overall exposures.