421 citations
- University of Chinese Academy of SciencesCN28 papers
- Chinese Academy of SciencesCN20 papers
- Institute of AutomationCN16 papers
- Beijing Academy of Artificial IntelligenceCN8 papers
- Shandong Institute of AutomationCN7 papers
- Institute of Computing TechnologyCN5 papers
- University of Science and Technology of ChinaCN3 papers
- Tongji UniversityCN2 papers
- Aerospace Information Research InstituteCN1 paper
- Alibaba Group (United States)US1 paper
- Anhui UniversityCN1 paper
- Association for Computing MachineryUS1 paper
5 papers · 1 filter
Neural Machine Translation: Challenges, Progress and Future
Jiajun Zhang, Chengqing Zong
Machine translation (MT) is a technique that leverages computers to translate human languages automatically. Nowadays, neural machine translation (NMT) which models direct mapping…
Conversational Emotion Analysis via Attention Mechanisms
Zheng Lian, Jianhua Tao, Bin Liu +1
Different from the emotion recognition in individual utterances, we propose a multimodal learning framework using relation and dependencies among the utterances for conversational…
Sequence Generation: From Both Sides to the Middle
Long Zhou, Jiajun Zhang, Chengqing Zong +1
The encoder-decoder framework has achieved promising process for many sequence generation tasks, such as neural machine translation and text summarization. Such a framework usually…
Word, Subword or Character? An Empirical Study of Granularity in Chinese-English NMT
Yining Wang, Long Zhou, Jiajun Zhang +1
Neural machine translation (NMT), a new approach to machine translation, has been proved to outperform conventional statistical machine translation (SMT) across a variety of langua…
Look-ahead Attention for Generation in Neural Machine Translation
Long Zhou, Jiajun Zhang, Chengqing Zong
The attention model has become a standard component in neural machine translation (NMT) and it guides translation process by selectively focusing on parts of the source sentence wh…