Deep Learning

NTUA-SLP at IEST 2018: Ensemble of Neural Transfer Methods for Implicit Emotion Classification EMNLP 2018 NTUA-SLP at SemEval-2018 Task 2: Predicting Emojis using RNNs with Context-aware Attention SemEval 2018 NTUA-SLP at SemEval-2018 Task 3: Tracking Ironic Tweets using Ensembles of Word and Character Level Attentive RNNs SemEval 2018 NTU NLP Lab System at SemEval-2018 Task 10: Verifying Semantic Differences by Integrating Distributional Information and Expert Knowledge SemEval 2018 Nugget Proposal Networks for Chinese Event Detection ACL 2018 Numeracy for Language Models: Evaluating and Improving their Ability to Predict Numbers ACL 2018 Object Hallucination in Image Captioning EMNLP 2018 Object-Oriented Dynamics Predictor NeurIPS 2018 Object-oriented Neural Programming (OONP) for Document Understanding ACL 2018 Obligation and Prohibition Extraction Using Hierarchical RNNs ACL 2018 Occluded Pedestrian Detection Through Guided Attention in CNNs CVPR 2018 Occlusion Aware Unsupervised Learning of Optical Flow CVPR 2018 OhioState at SemEval-2018 Task 7: Exploiting Data Augmentation for Relation Classification in Scientific Papers Using Piecewise Convolutional Neural Networks SemEval 2018 oi-VAE: Output Interpretable VAEs for Nonlinear Group Factor Analysis ICML 2018 OLÉ: Orthogonal Low-Rank Embedding - A Plug and Play Geometric Loss for Deep Learning CVPR 2018 On Acceleration with Noise-Corrupted Gradients ICML 2018 On Adversarial Examples for Character-Level Neural Machine Translation COLING 2018 On Convolutional LSTM Modeling for Joint Wake-Word Detection and Text Dependent Speaker Verification Interspeech 2018 One "Ruler" for All Languages: Multi-Lingual Dialogue Evaluation with Adversarial Multi-Task Learning IJCAI 2018 One-Shot Action Localization by Learning Sequence Matching Network CVPR 2018 One-shot Learning for Question-Answering in Gaokao History Challenge COLING 2018 One-Shot Relational Learning for Knowledge Graphs EMNLP 2018 One-Shot Unsupervised Cross Domain Translation NeurIPS 2018 On GANs and GMMs NeurIPS 2018 On Learning Better Embeddings from Chinese Clinical Records: Study on Combining In-Domain and Out-Domain Data ACL 2018