Fast Maximization of Non-Submodular, Monotonic Functions on the Integer Lattice. SemRegex: A Semantics-Based Approach for Generating Regular Expressions from Natural Language Specifications. From Information Bottleneck To Activation Norm Penalty. Classifying Sluice Occurrences in Dialogue. Deterministic Policy Imitation Gradient Algorithm. Oral-Mot …

Spanish HPSG Treebank based on the AnCora Corpus. A comparison of second-order methods for deep convolutional neural networks. Learning from Group Comparisons: Exploiting Higher Order Interactions. Automated EEG-based Screening of Depression Using Deep Convolutional Neural Network. Lions and Tigers and Bears: Capturing Non-Rigid, 3D, Articulated Sh …

The ADELE Corpus of Dyadic Social Text Conversations:Dialog Act Annotation with ISO 24617-2. Authorship Identification for Literary Book Recommendations. Towards faithfully visualizing global linguistic diversity. CRVI: Convex Relaxation for Variational Inference. Cooperating Tools for MWE Lexicon Management and Corpus Annotation. Compositional Mor …

A «Portrait» Approach to Multichannel Discourse. TESLA: Task-wise Early Stopping and Loss Aggregation for Dynamic Neural Network Inference. Multi-encoder Transformer Network for Automatic Post-Editing. Correcting the Triplet Selection Bias for Triplet Loss. Keep Your Bearings: Lightly-Supervised Information Extraction with Ladder Networks That Avoi …

Chemical Compounds Knowledge Visualization with Natural Language Processing and Linked Data. OpenSeq2Seq: Extensible Toolkit for Distributed and Mixed Precision Training of Sequence-to-Sequence Models. Voice Builder: A Tool for Building Text-To-Speech Voices. Show Me a Story: Towards Coherent Neural Story Illustration. Towards Effective GANs for Da …

Two-Step Training and Mixed Encoding-Decoding for Implementing a Generative Chatbot with a Small Dialogue Corpus. Rendering Portraitures from Monocular Camera and Beyond. Training Autoencoders by Alternating Minimization. Unsupervised Learning of Multi-Frame Optical Flow with Occlusions. Faster Distributed Synchronous SGD with Weak Synchronization. …

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 …

Scalable Bilinear Pi Learning Using State and Action Features. Semi-Supervised Learning on Data Streams via Temporal Label Propagation. Personalized Microblog Sentiment Classification via Adversarial Cross-lingual Multi-task Learning. Neural Network based Extreme Classification and Similarity Models for Product Matching. NextGen AML: Distributed De …

Characterizing and Learning Equivalence Classes of Causal DAGs under Interventions. Supervised Clustering of Questions into Intents for Dialog System Applications. Cross-Lingual Learning-to-Rank with Shared Representations. Subword-level Composition Functions for Learning Word Embeddings. An Adversarial Approach to Hard Triplet Generation. A FrameN …

Designing a Russian Idiom-Annotated Corpus. Judicious Selection of Training Data in Assisting Language for Multilingual Neural NER. Can Domain Adaptation be Handled as Analogies?. Efficient Projection onto the Perfect Phylogeny Model. A Deep Predictive Coding Network for Learning Latent Representations. DMCB at SemEval-2018 Task 1: Transfer Learnin …

Distribution of Emotional Reactions to News Articles in Twitter. Neural Multitask Learning for Simile Recognition. Clinical Skin Lesion Diagnosis Using Representations Inspired by Dermatologist Criteria. Integrating Generative Lexicon Event Structures into VerbNet. Tailored Sequence to Sequence Models to Different Conversation Scenarios. NegPar: A …

Conditional Random Fields for Metaphor Detection. What It Takes to Achieve 100% Condition Accuracy on WikiSQL. Dialogue-act-driven Conversation Model : An Experimental Study. Linguistic Features of Sarcasm and Metaphor Production Quality. Weakly Supervised Semantic Parsing with Abstract Examples. Language Generation via DAG Transduction. How to re …