 Improving the Gating Mechanism of Recurrent Neural NetworksInternational Conference on Machine Learning (ICML), 2019 |
 Generating Challenge Datasets for Task-Oriented Conversational Agents
through Self-PlayRecent Advances in Natural Language Processing (RANLP), 2019 |
 Meta-Learning Deep Energy-Based Memory ModelsInternational Conference on Learning Representations (ICLR), 2019 |
 Multilingual Dialogue Generation with Shared-Private MemoryNatural Language Processing and Chinese Computing (NLPCC), 2019 |
 Embodied Language Grounding with 3D Visual Feature RepresentationsComputer Vision and Pattern Recognition (CVPR), 2019 |
 DyKgChat: Benchmarking Dialogue Generation Grounding on Dynamic
Knowledge GraphsConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 |
 Look, Read and Enrich. Learning from Scientific Figures and their
CaptionsInternational Conference on Knowledge Capture (K-CAP), 2019 |
 Procedural Reasoning Networks for Understanding Multimodal ProceduresConference on Computational Natural Language Learning (CoNLL), 2019 |
 Learning Invariants through Soft UnificationNeural Information Processing Systems (NeurIPS), 2019 |
 CM-Net: A Novel Collaborative Memory Network for Spoken Language
UnderstandingConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 |
 A Gated Self-attention Memory Network for Answer SelectionConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 |
 A Novel Aspect-Guided Deep Transition Model for Aspect Based Sentiment
AnalysisConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 |
 Non-local Recurrent Neural Memory for Supervised Sequence ModelingIEEE International Conference on Computer Vision (ICCV), 2019 |
 Unpaired Image-to-Speech Synthesis with Multimodal Information
BottleneckIEEE International Conference on Computer Vision (ICCV), 2019 |
 CFO: A Framework for Building Production NLP SystemsConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 |
 CRIC: A VQA Dataset for Compositional Reasoning on Vision and
CommonsenseIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019 |
 Semantic Role Labeling with Associated Memory NetworkNorth American Chapter of the Association for Computational Linguistics (NAACL), 2019 |
 Knowledge Query Network: How Knowledge Interacts with SkillsInternational Conference on Learning Analytics and Knowledge (LAK), 2019 |
 Learning to Adapt Invariance in Memory for Person Re-identificationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019 |
 V-PROM: A Benchmark for Visual Reasoning Using Visual Progressive
MatricesAAAI Conference on Artificial Intelligence (AAAI), 2019 |
 Metalearned Neural MemoryNeural Information Processing Systems (NeurIPS), 2019 |
 Learning to Select, Track, and Generate for Data-to-TextAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 |
 Learning End-to-End Goal-Oriented Dialog with Maximal User Task Success
and Minimal Human Agent UseTransactions of the Association for Computational Linguistics (TACL), 2019 |
 Visual Tracking via Dynamic Memory NetworksIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019 |
 Large Memory Layers with Product KeysNeural Information Processing Systems (NeurIPS), 2019 |
 Learning by Abstraction: The Neural State MachineNeural Information Processing Systems (NeurIPS), 2019 |
 Correct-and-Memorize: Learning to Translate from Interactive RevisionsInternational Joint Conference on Artificial Intelligence (IJCAI), 2019 |
 Collaborative Metric Learning with Memory Network for Multi-Relational
Recommender SystemsInternational Joint Conference on Artificial Intelligence (IJCAI), 2019 |
 A Survey of Optimization Methods from a Machine Learning PerspectiveIEEE Transactions on Cybernetics (IEEE Trans. Cybern.), 2019 |
 Multi-Hop Paragraph Retrieval for Open-Domain Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 |
 Multigrid Neural MemoryInternational Conference on Machine Learning (ICML), 2019 |
 Real-Time Open-Domain Question Answering with Dense-Sparse Phrase IndexAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 |
 Improving Textual Network Embedding with Global Attention via Optimal
TransportAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 |
 Memory Consolidation for Contextual Spoken Language Understanding with
Dialogue Logistic InferenceAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 |
 Gaining Extra Supervision via Multi-task learning for Multi-Modal Video
Question AnsweringIEEE International Joint Conference on Neural Network (IJCNN), 2019 |
