Publications (25)
Convolutional Normalizing Flows
Guoqing Zheng, Yiming Yang, Jaime Carbonell
Towards Semi-Supervised Learning for Deep Semantic Role Labeling
Sanket Vaibhav Mehta, Jay Yoon Lee, Jaime Carbonell
Towards more Reliable Transfer Learning
Zirui Wang, Jaime Carbonell
Ensemble Detection of Single & Multiple Events at Sentence-Level
LuÃs Marujo, Anatole Gershman, Jaime Carbonell +2
Zero-shot Neural Transfer for Cross-lingual Entity Linking
Shruti Rijhwani, Jiateng Xie, Graham Neubig +1
Privacy-Preserving Important Passage Retrieval
Luis Marujo, José Portêlo, David Martins de Matos +5
Extending a Single-Document Summarizer to Multi-Document: a Hierarchical Approach
LuÃs Marujo, Ricardo Ribeiro, David Martins de Matos +3
Multi-Task Multiple Kernel Relationship Learning
Keerthiram Murugesan, Jaime Carbonell
Neural Cross-Lingual Named Entity Recognition with Minimal Resources
Jiateng Xie, Zhilin Yang, Graham Neubig +2
Gradient-based Inference for Networks with Output Constraints
Jay Yoon Lee, Sanket Vaibhav Mehta, Michael Wick +2
Self-Paced Multitask Learning with Shared Knowledge
Keerthiram Murugesan, Jaime Carbonell
Co-Clustering for Multitask Learning
Keerthiram Murugesan, Jaime Carbonell, Yiming Yang
Studies on Relevance, Ranking and Results Display
Judith Gelernter, Dong Cao, Jaime Carbonell
Co-Multistage of Multiple Classifiers for Imbalanced Multiclass Learning
Luis Marujo, Anatole Gershman, Jaime Carbonell +2
Key Phrase Extraction of Lightly Filtered Broadcast News
Luis Marujo, Ricardo Ribeiro, David Martins de Matos +3
Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context
Zihang Dai, Zhilin Yang, Yiming Yang +3
Asymmetric Variational Autoencoders
Guoqing Zheng, Yiming Yang, Jaime Carbonell
The ARIEL-CMU Systems for LoReHLT18
Aditi Chaudhary, Siddharth Dalmia, Junjie Hu +27
Domain Adaptation of Neural Machine Translation by Lexicon Induction
Junjie Hu, Mengzhou Xia, Graham Neubig +1
Recognition of Named-Event Passages in News Articles
Luis Marujo, Wang Ling, Anatole Gershman +3
Hourly Traffic Prediction of News Stories
Luis Marujo, Miguel Bugalho, João Paulo da Silva Neto +2
Supervised Topical Key Phrase Extraction of News Stories using Crowdsourcing, Light Filtering and Co-reference Normalization
Luis Marujo, Anatole Gershman, Jaime Carbonell +2
Privacy-Preserving Multi-Document Summarization
LuÃs Marujo, José Portêlo, Wang Ling +6
Block-Normalized Gradient Method: An Empirical Study for Training Deep Neural Network
Adams Wei Yu, Lei Huang, Qihang Lin +2
Bounds on the Minimax Rate for Estimating a Prior over a VC Class from Independent Learning Tasks
Liu Yang, Steve Hanneke, Jaime Carbonell