A Bionic Natural Language Parser Equivalent to a Pushdown Automaton

no code implementations • 26 Apr 2024 • Zhenghao Wei, Kehua Lin, Jianlin Feng

In contrast to the original parser, the BNLP can fully handle all regular languages and Dyck languages.

Semantic-Conditional Diffusion Networks for Image Captioning

1 code implementation • CVPR 2023 • Jianjie Luo, Yehao Li, Yingwei Pan, Ting Yao, Jianlin Feng, Hongyang Chao, Tao Mei

The rich semantics are further regarded as semantic prior to trigger the learning of Diffusion Transformer, which produces the output sentence in a diffusion process.

Cross-Modal Retrieval Image Captioning +3

Knowledge Graph and Text Jointly Embedding

no code implementations • EMNLP 2014 • Zhen Wang, Jianwen Zhang, Jianlin Feng, Zheng Chen

Learning Word Embeddings

Knowledge Graph Embedding by Translating on Hyperplanes

1 code implementation • AAAI 2014 2014 • Zhen Wang, Jianwen Zhang, Jianlin Feng, Zheng Chen

Utilizing the one-to-many/many-to-one mapping property of a relation, we propose a simple trick to reduce the possibility of false negative labeling.

Knowledge Graph Embedding Link Prediction