Representation Learning

Vocabulary Pyramid Network: Multi-Pass Encoding and Decoding with Multi-Level Vocabularies for Response Generation ACL 2019 Wasserstein Dependency Measure for Representation Learning NeurIPS 2019 Weisfeiler and Leman Go Neural: Higher-Order Graph Neural Networks AAAI 2019 What and Where the Themes Dominate in Image AAAI 2019 What Does It Mean to Learn in Deep Networks? And, How Does One Detect Adversarial Attacks? CVPR 2019 What does Neural Bring? Analysing Improvements in Morphosyntactic Annotation and Lemmatisation of Slovenian, Croatian and Serbian ACL 2019 What Does This Word Mean? Explaining Contextualized Embeddings with Natural Language Definition EMNLP 2019 When Specialization Helps: Using Pooled Contextualized Embeddings to Detect Chemical and Biomedical Entities in Spanish EMNLP 2019 Which Way Are You Going? Imitative Decision Learning for Path Forecasting in Dynamic Scenes CVPR 2019 Who wrote this book? A challenge for e-commerce EMNLP 2019 Word and Document Embedding with vMF-Mixture Priors on Context Word Vectors ACL 2019 Word Embedding as Maximum A Posteriori Estimation AAAI 2019 WriterForcing: Generating more interesting story endings ACL 2019 Writing habits and telltale neighbors: analyzing clinical concept usage patterns with sublanguage embeddings EMNLP 2019 Y2Seq2Seq: Cross-Modal Representation Learning for 3D Shape and Text by Joint Reconstruction and Prediction of View and Word Sequences AAAI 2019 ZCU-NLP at MADAR 2019: Recognizing Arabic Dialects ACL 2019 Accurate and Diverse Sampling of Sequences Based on a “Best of Many” Sample Objective CVPR 2018 A Challenge Set and Methods for Noun-Verb Ambiguity EMNLP 2018 Adaptive Sampling Towards Fast Graph Representation Learning NeurIPS 2018 A Deeper Look at Power Normalizations CVPR 2018 A Document Descriptor using Covariance of Word Vectors ACL 2018 Adversarial Contrastive Estimation ACL 2018 A Framework for Understanding the Role of Morphology in Universal Dependency Parsing EMNLP 2018 A Hybrid Learning Scheme for Chinese Word Embedding ACL 2018 All-but-the-Top: Simple and Effective Postprocessing for Word Representations ICLR 2018