Representation Learning

Towards Dynamic Computation Graphs via Sparse Latent Structure EMNLP 2018 Towards Exploiting Background Knowledge for Building Conversation Systems EMNLP 2018 Towards Less Generic Responses in Neural Conversation Models: A Statistical Re-weighting Method EMNLP 2018 Towards Opinion Summarization of Customer Reviews ACL 2018 Towards Qualitative Word Embeddings Evaluation: Measuring Neighbors Variation NAACL 2018 Towards Robust and Privacy-preserving Text Representations ACL 2018 Towards Sample Efficient Reinforcement Learning IJCAI 2018 Towards Understanding Learning Representations: To What Extent Do Different Neural Networks Learn the Same Representation NeurIPS 2018 Trading robust representations for sample complexity through self-supervised visual experience NeurIPS 2018 Trajectory-User Linking via Variational AutoEncoder IJCAI 2018 Transfer Learning for British Sign Language Modelling COLING 2018 Transformation Autoregressive Networks ICML 2018 Transition-based Neural RST Parsing with Implicit Syntax Features COLING 2018 Translating Navigation Instructions in Natural Language to a High-Level Plan for Behavioral Robot Navigation EMNLP 2018 Translation-based Recommendation: A Scalable Method for Modeling Sequential Behavior IJCAI 2018 Translations as Additional Contexts for Sentence Classification IJCAI 2018 Transliteration Better than Translation? Answering Code-mixed Questions over a Knowledge Base ACL 2018 Transparency by Design: Closing the Gap Between Performance and Interpretability in Visual Reasoning CVPR 2018 TRANSRW at SemEval-2018 Task 12: Transforming Semantic Representations for Argument Reasoning Comprehension SemEval 2018 Tree-to-tree Neural Networks for Program Translation NeurIPS 2018 Ultra-Fine Entity Typing ACL 2018 UMD at SemEval-2018 Task 10: Can Word Embeddings Capture Discriminative Attributes? SemEval 2018 Uncovering Divergent Linguistic Information in Word Embeddings with Lessons for Intrinsic and Extrinsic Evaluation CoNLL 2018 UniMelb at SemEval-2018 Task 12: Generative Implication using LSTMs, Siamese Networks and Semantic Representations with Synonym Fuzzing SemEval 2018 Universal Planning Networks: Learning Generalizable Representations for Visuomotor Control ICML 2018