Representation Learning

Weakly-Supervised Semantic Segmentation Network With Deep Seeded Region Growing CVPR 2018 What do character-level models learn about morphology? The case of dependency parsing EMNLP 2018 What Do Deep Networks Like to See? CVPR 2018 What do RNN Language Models Learn about Filler–Gap Dependencies? EMNLP 2018 What you can cram into a single $&!#* vector: Probing sentence embeddings for linguistic properties ACL 2018 Which Scores to Predict in Sentence Regression for Text Summarization? NAACL 2018 Who Let the Dogs Out? Modeling Dog Behavior From Visual Data CVPR 2018 Who's Better? Who's Best? Pairwise Deep Ranking for Skill Determination CVPR 2018 Why Self-Attention? A Targeted Evaluation of Neural Machine Translation Architectures EMNLP 2018 WikiAtomicEdits: A Multilingual Corpus of Wikipedia Edits for Modeling Language and Discourse EMNLP 2018 Word Embeddings-Based Uncertainty Detection in Financial Disclosures ACL 2018 Word-like character n-gram embedding EMNLP 2018 WordNet Embeddings ACL 2018 Words Worth: Verbal Content and Hirability Impressions in YouTube Video Resumes EMNLP 2018 Working Memory Networks: Augmenting Memory Networks with a Relational Reasoning Module ACL 2018 Zero Shot Learning via Low-rank Embedded Semantic AutoEncoder IJCAI 2018 Zero-Shot Visual Recognition Using Semantics-Preserving Adversarial Embedding Networks CVPR 2018 3D Convolutional Neural Networks for Efficient and Robust Hand Pose Estimation From Single Depth Images CVPR 2017 3D Human Pose Estimation = 2D Pose Estimation + Matching CVPR 2017 A Cognition Based Attention Model for Sentiment Analysis EMNLP 2017 A Convolutional Encoder Model for Neural Machine Translation ACL 2017 A Disentangled Recognition and Nonlinear Dynamics Model for Unsupervised Learning NeurIPS 2017 Adversarial Connective-exploiting Networks for Implicit Discourse Relation Classification ACL 2017 A Factored Neural Network Model for Characterizing Online Discussions in Vector Space EMNLP 2017 Affect-LM: A Neural Language Model for Customizable Affective Text Generation ACL 2017