109 citations
- Tsinghua UniversityCN11 papers
- Princeton UniversityUS7 papers
- Netherlands Institute for Radio AstronomyNL5 papers
- Ruhr University BochumDE5 papers
- University of AmsterdamNL5 papers
- University of GroningenNL5 papers
- Astronomy and SpaceAU4 papers
- Astro Space CenterRU4 papers
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12 papers · 1 filter
Alternated Training with Synthetic and Authentic Data for Neural Machine Translation
Rui Jiao, Zonghan Yang, Maosong Sun +1
While synthetic bilingual corpora have demonstrated their effectiveness in low-resource neural machine translation (NMT), adding more synthetic data often deteriorates translation…
Automatic Construction of Sememe Knowledge Bases via Dictionaries
Fanchao Qi, Yangyi Chen, Fengyu Wang +3
A sememe is defined as the minimum semantic unit in linguistics. Sememe knowledge bases (SKBs), which comprise words annotated with sememes, enable sememes to be applied to natural…
Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger
Fanchao Qi, Mukai Li, Yangyi Chen +4
Backdoor attacks are a kind of insidious security threat against machine learning models. After being injected with a backdoor in training, the victim model will produce adversary-…
A Semantic-based Method for Unsupervised Commonsense Question Answering
Yilin Niu, Fei Huang, Jiaming Liang +3
Unsupervised commonsense question answering is appealing since it does not rely on any labeled task data. Among existing work, a popular solution is to use pre-trained language mod…
Model Aided Deep Learning Based MIMO OFDM Receiver With Nonlinear Power Amplifiers
Liangyuan Xu, Feifei Gao, Wei Zhang +1
Multi-input multi-output orthogonal frequency division multiplexing (MIMO OFDM) is a key technology for mobile communication systems. However, due to the issue of high peak-to-aver…
CoMAE: A Multi-factor Hierarchical Framework for Empathetic Response Generation
Chujie Zheng, Yong Liu, Wei Chen +2
The capacity of empathy is crucial to the success of open-domain dialog systems. Due to its nature of multi-dimensionality, there are various factors that relate to empathy express…