Language Informed Modeling of Code-Switched Text. GHHT at CALCS 2018: Named Entity Recognition for Dialectal Arabic Using Neural Networks. Learning Unsupervised Word Translations Without Adversaries. Tackling Code-Switched NER: Participation of CMU. Fine-Grained Arabic Dialect Identification. Clausal Modifiers in the Grammar Matrix. IIT (BHU) Submi …

Session-level Language Modeling for Conversational Speech. Generation of a Spanish Artificial Collocation Error Corpus. Proceedings of the Thirteenth Workshop on Innovative Use of NLP for Building Educational Applications. Proceedings of the 2nd Workshop on Abusive Language Online (ALW2). Classification of Tweets about Reported Events using Neural …

Modeling Inter-Aspect Dependencies for Aspect-Based Sentiment Analysis. The APVA-TURBO Approach To Question Answering in Knowledge Base. Self-Supervised Generation of Spatial Audio for 360° Video. Lexical Networks in !Xung. Proceedings of the 3rd Workshop on Computational Creativity in Natural Language Generation (CC-NLG 2018). Towards Language Tec …

Enhancing Universal Dependency Treebanks: A Case Study. LMU Munich’s Neural Machine Translation Systems at WMT 2018. A Bayesian Nonparametric Topic Model with Variational Auto-Encoders. 100 Things You Always Wanted to Know about Semantics & Pragmatics But Were Afraid to Ask. Rolling Shutter Pose and Ego-motion Estimation using Shape-from-Template. …

Exploring Deep Recurrent Models with Reinforcement Learning for Molecule Design. Using Hedge Detection to Improve Committed Belief Tagging. Action Verb Corpus. No Spurious Local Minima in a Two Hidden Unit ReLU Network. Supervised Open Information Extraction. The Manifold Assumption and Defenses Against Adversarial Perturbations. Towards Robust Int …

An Analysis of Encoder Representations in Transformer-Based Machine Translation. Learning Word Embeddings for Data Sparse and Sentiment Rich Data Sets. Learning to Solve Nonlinear Least Squares for Monocular Stereo. Deep Sensing: Active Sensing using Multi-directional Recurrent Neural Networks. Continuous-fidelity Bayesian Optimization with Knowled …

MixLasso: Generalized Mixed Regression via Convex Atomic-Norm Regularization. Deep Fundamental Matrix Estimation. Learnability of Learned Neural Networks. Proceedings of the Twelfth Workshop on Graph-Based Methods for Natural Language Processing (TextGraphs-12). Discourse Coherence Through the Lens of an Annotated Text Corpus: A Case Study. A Multi …

CUNI System for the WMT18 Multimodal Translation Task. Findings of the WMT 2018 Shared Task on Quality Estimation. Modifying memories in a Recurrent Neural Network Unit. Challenge or Empower: Revisiting Argumentation Quality in a News Editorial Corpus. Unbiased Objective Estimation in Predictive Optimization. Learning Parsimonious Deep Feed-forward …

Efficient Sequence Learning with Group Recurrent Networks. Multi-label Learning for Large Text Corpora using Latent Variable Model with Provable Gurantees. The ACL Anthology: Current State and Future Directions. Combination of Supervised and Reinforcement Learning For Vision-Based Autonomous Control. Interactional Stancetaking in Online Forums. The …

Multi-object Tracking with Neural Gating Using Bilinear LSTM. Learning Scalar Adjective Intensity from Paraphrases. UWB at SemEval-2018 Task 10: Capturing Discriminative Attributes from Word Distributions. SemEval-2018 Task 9: Hypernym Discovery. TRAVERSAL at PARSEME Shared Task 2018: Identification of Verbal Multiword Expressions Using a Discrimin …

Statestream: A toolbox to explore layerwise-parallel deep neural networks. CodeSLAM — Learning a Compact, Optimisable Representation for Dense Visual SLAM. Random Decision Syntax Trees at SemEval-2018 Task 3: LSTMs and Sentiment Scores for Irony Detection. Adding the Third Dimension to Spatial Relation Detection in 2D Images. Stance-In-Depth Deep …

Sentiment Analysis: It’s Complicated!. Statistical shape analysis of simplified neuronal trees. Adversarial Similarity Network for Evaluating Image Alignment in Deep Learning Based Registration. Learning Hierarchical Structures On-The-Fly with a Recurrent-Recursive Model for Sequences. Convex Elicitation of Continuous Properties. Distributed Learni …

Making ``fetch’’ happen: The influence of social and linguistic context on nonstandard word growth and decline. Neural sentence generation from formal semantics. A Model for Learned Bloom Filters and Optimizing by Sandwiching. Maximizing Induced Cardinality Under a Determinantal Point Process. Anaphora Resolution with the ARRAU Corpus. Supervising …