109 citations
- Tsinghua UniversityCN11 papers
- Princeton UniversityUS9 papers
- Netherlands Institute for Radio AstronomyNL5 papers
- Ruhr University BochumDE5 papers
- University of AmsterdamNL5 papers
- University of GroningenNL5 papers
- University of OxfordGB5 papers
- Astronomy and SpaceAU4 papers
- Astro Space CenterRU4 papers
- Commonwealth Scientific and Industrial Research OrganisationAU4 papers
- National Institutes of HealthUS4 papers
- The University of SydneyAU4 papers
8 papers · 1 filter
Continual Machine Reading Comprehension via Uncertainty-aware Fixed Memory and Adversarial Domain Adaptation
Zhijing Wu, Hua Xu, Jingliang Fang +1
Continual Machine Reading Comprehension aims to incrementally learn from a continuous data stream across time without access the previous seen data, which is crucial for the develo…
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…
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…