Representation Learning

How agents see things: On visual representations in an emergent language game EMNLP 2018 How to represent a word and predict it, too: Improving tied architectures for language modelling EMNLP 2018 hyperdoc2vec: Distributed Representations of Hypertext Documents ACL 2018 HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding EMNLP 2018 IIIDYT at IEST 2018: Implicit Emotion Classification With Deep Contextualized Word Representations EMNLP 2018 IIT (BHU) Varanasi at MSR-SRST 2018: A Language Model Based Approach for Natural Language Generation ACL 2018 Image-to-image translation for cross-domain disentanglement NeurIPS 2018 Improved Semantic-Aware Network Embedding with Fine-Grained Word Alignment EMNLP 2018 Improving Cross-Lingual Word Embeddings by Meeting in the Middle EMNLP 2018 Improving Knowledge Graph Embedding Using Simple Constraints ACL 2018 Incorporating Chinese Characters of Words for Lexical Sememe Prediction ACL 2018 Incorporating Latent Meanings of Morphological Compositions to Enhance Word Embeddings ACL 2018 In-domain Context-aware Token Embeddings Improve Biomedical Named Entity Recognition EMNLP 2018 Information Encoding by Deep Neural Networks: What Can We Learn? Interspeech 2018 Injecting Lexical Contrast into Word Vectors by Guiding Vector Space Specialisation ACL 2018 Integrating Recurrence Dynamics for Speech Emotion Recognition Interspeech 2018 Interpretable Convolutional Neural Networks CVPR 2018 Interpretable Word Embedding Contextualization EMNLP 2018 Interpreting Word-Level Hidden State Behaviour of Character-Level LSTM Language Models EMNLP 2018 Investigating the Role of Argumentation in the Rhetorical Analysis of Scientific Publications with Neural Multi-Task Learning Models EMNLP 2018 Iterative Learning With Open-Set Noisy Labels CVPR 2018 Joint Generative Moment-Matching Network for Learning Structural Latent Code IJCAI 2018 Jointly Embedding Entities and Text with Distant Supervision ACL 2018 Joint Optimization Framework for Learning With Noisy Labels CVPR 2018 Joint Representation Learning of Cross-lingual Words and Entities via Attentive Distant Supervision EMNLP 2018