Representation Learning

Wide-Coverage Neural A* Parsing for Minimalist Grammars ACL 2019 Word2Sense: Sparse Interpretable Word Embeddings ACL 2019 Word Embedding as Maximum A Posteriori Estimation AAAI 2019 Word-Node2Vec: Improving Word Embedding with Document-Level Non-Local Word Co-occurrences NAACL 2019 Writing habits and telltale neighbors: analyzing clinical concept usage patterns with sublanguage embeddings EMNLP 2019 WSD-GAN: Word Sense Disambiguation Using Generative Adversarial Networks AAAI 2019 Y2Seq2Seq: Cross-Modal Representation Learning for 3D Shape and Text by Joint Reconstruction and Prediction of View and Word Sequences AAAI 2019 YNU-junyi in BioNLP-OST 2019: Using CNN-LSTM Model with Embeddings for SeeDev Binary Event Extraction EMNLP 2019 You Only Need Attention to Traverse Trees ACL 2019 Zero-shot Learning via Simultaneous Generating and Learning NeurIPS 2019 Zero-shot Metric Learning IJCAI 2019 Zooming in on Spatiotemporal V-to-C Coarticulation with Functional PCA Interspeech 2019 300-sparsans at SemEval-2018 Task 9: Hypernymy as interaction of sparse attributes SemEval 2018 3D-Aware Scene Manipulation via Inverse Graphics NeurIPS 2018 3D Steerable CNNs: Learning Rotationally Equivariant Features in Volumetric Data NeurIPS 2018 A^2-Nets: Double Attention Networks NeurIPS 2018 Abducing Relations in Continuous Spaces IJCAI 2018 A Biresolution Spectral Framework for Product Quantization CVPR 2018 Abstractive Text-Image Summarization Using Multi-Modal Attentional Hierarchical RNN EMNLP 2018 Accelerating Innovation Through Analogy Mining IJCAI 2018 Accommodation of Conversational Code-Choice ACL 2018 Accurate Text-Enhanced Knowledge Graph Representation Learning NAACL 2018 A Challenge Set and Methods for Noun-Verb Ambiguity EMNLP 2018 A Comparative Study of Statistical Conversion of Face to Voice Based on Their Subjective Impressions Interspeech 2018 A Compressed Sensing View of Unsupervised Text Embeddings, Bag-of-n-Grams, and LSTMs ICLR 2018