KBioXLM: A Knowledge-anchored Biomedical Multilingual Pretrained Language Model

1 code implementation • 20 Nov 2023 • Lei Geng, Xu Yan, Ziqiang Cao, Juntao Li, Wenjie Li, Sujian Li, Xinjie Zhou, Yang Yang, Jun Zhang

We achieve a biomedical multilingual corpus by incorporating three granularity knowledge alignments (entity, fact, and passage levels) into monolingual corpora.

Relation XLM-R

Attention-based LSTM Network for Cross-Lingual Sentiment Classification

no code implementations • EMNLP 2016 • Xinjie Zhou, Xiaojun Wan, Jianguo Xiao

Cross-Lingual Sentiment Classification General Classification +5

Cross-Lingual Sentiment Classification with Bilingual Document Representation Learning

no code implementations • ACL 2016 • Xinjie Zhou, Xiaojun Wan, Jianguo Xiao

Classification Cross-Lingual Sentiment Classification +6

User Embedding for Scholarly Microblog Recommendation

no code implementations • ACL 2016 • Yang Yu, Xiaojun Wan, Xinjie Zhou

Collaborative Filtering Collaborative Ranking

Representation Learning for Aspect Category Detection in Online Reviews

no code implementations • AAAI 2015 • Xinjie Zhou, Xiaojun Wan, Jianguo Xiao

Afterwards, we propose to generate deeper and hybrid features through neural networks stacked on the word vectors.

Aspect Category Detection Decision Making +5

Collective Opinion Target Extraction in Chinese Microblogs

no code implementations • EMNLP 2013 • Xinjie Zhou, Xiaojun Wan, Jianguo Xiao

Dependency Parsing Sentiment Analysis +1