153 citations · 202 across the 5 of their papers we have counts for
6 papers
WC-SBERT: Zero-Shot Text Classification via SBERT with Self-Training for Wikipedia Categories
Te-Yu Chi, Yu-Meng Tang, Chia-Wen Lu +2
Our research focuses on solving the zero-shot text classification problem in NLP, with a particular emphasis on innovative self-training strategies. To achieve this objective, we p…
Incremental user embedding modeling for personalized text classification
Ruixue Lian, Che-Wei Huang, Yuqing Tang +3
Individual user profiles and interaction histories play a significant role in providing customized experiences in real-world applications such as chatbots, social media, retail, an…
Multilingual Translation with Extensible Multilingual Pretraining and Finetuning
Yuqing Tang, Chau Tran, Xian Li +5
Recent work demonstrates the potential of multilingual pretraining of creating one model that can be used for various tasks in different languages. Previous work in multilingual pr…
Cross-lingual Retrieval for Iterative Self-Supervised Training
Chau Tran, Yuqing Tang, Xian Li +1
Recent studies have demonstrated the cross-lingual alignment ability of multilingual pretrained language models. In this work, we found that the cross-lingual alignment can be furt…
Low-Resource Corpus Filtering using Multilingual Sentence Embeddings
Vishrav Chaudhary, Yuqing Tang, Francisco Guzmán +2
In this paper, we describe our submission to the WMT19 low-resource parallel corpus filtering shared task. Our main approach is based on the LASER toolkit (Language-Agnostic SEnten…
Reasoning about the Impacts of Information Sharing
Chatschik Bisdikian, Federico Cerutti, Yuqing Tang +1
In this paper we describe a decision process framework allowing an agent to decide what information it should reveal to its neighbours within a communication graph in order to maxi…