Learning Self-Imitating Diverse Policies. 3D Pose Estimation and 3D Model Retrieval for Objects in the Wild. SDCNet: Video Prediction Using Spatially-Displaced Convolution. Modeling Varying Camera-IMU Time Offset in Optimization-Based Visual-Inertial Odometry. A Deep-Learning-Based Geological Parameterization for History Matching Complex Models. Re …

Make SVM great again with Siamese kernel for few-shot learning. Learning objects from pixels. Automatic Spelling Correction for Resource-Scarce Languages using Deep Learning. Texar: A Modularized, Versatile, and Extensible Toolbox for Text Generation. Report of NEWS 2018 Named Entity Transliteration Shared Task. Why does PairDiff work? - A Mathemat …

Context Contrasted Feature and Gated Multi-Scale Aggregation for Scene Segmentation. VOCABULARY-INFORMED VISUAL FEATURE AUGMENTATION FOR ONE-SHOT LEARNING. Debugging Sequence-to-Sequence Models with Seq2Seq-Vis. Product Quantization Network for Fast Image Retrieval. Sparse Covariance Modeling in High Dimensions with Gaussian Processes. Assessing th …

Deep Neural Networks at the Service of Multilingual Parallel Sentence Extraction. LEARNING TO SHARE: SIMULTANEOUS PARAMETER TYING AND SPARSIFICATION IN DEEP LEARNING. Collecting Code-Switched Data from Social Media. Modifying Non-Local Variations Across Multiple Views. Edition 1.1 of the PARSEME Shared Task on Automatic Identification of Verbal Mul …

Tensor Contraction & Regression Networks. Assessment of an Index for Measuring Pronunciation Difficulty. A Twitter Corpus for Hindi-English Code Mixed POS Tagging. From Fidelity to Fluency: Natural Language Processing for Translator Training. Connecting Supervised and Unsupervised Sentence Embeddings. deepSA2018 at SemEval-2018 Task 1: Multi-task L …

Detecting Grammatical Errors in the NTOU CGED System by Identifying Frequent Subsentences. Toward a Lightweight Solution for Less-resourced Languages: Creating a POS Tagger for Alsatian Using Voluntary Crowdsourcing. Word Sense Disambiguation Based on Word Similarity Calculation Using Word Vector Representation from a Knowledge-based Graph. Evaluat …

Towards an Automatic Assessment of Crowdsourced Data for NLU. Incremental Natural Language Processing: Challenges, Strategies, and Evaluation. Learning from limited datasets: Implications for Natural Language Generation and Human-Robot Interaction. Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC-2018) …

Training Neural Machines with Partial Traces. Neural sequence modelling for learner error prediction. Towards Text Generation with Adversarially Learned Neural Outlines. A Dataset and Reranking Method for Multimodal MT of User-Generated Image Captions. Annotation and Analysis of Extractive Summaries for the Kyutech Corpus. Learning to Reconstruct H …

On the Adaptability of Unsupervised CNN-Based Deformable Image Registration to Unseen Image Domains. A Parallel Corpus of Arabic-Japanese News Articles. Heuristically Informed Unsupervised Idiom Usage Recognition. Coming to Your Senses: on Controls and Evaluation Sets in Polysemy Research. Lyb3b at SemEval-2018 Task 11: Machine Comprehension Task u …

SumeCzech: Large Czech News-Based Summarization Dataset. HybridNet: A Hybrid Neural Architecture to Speed-up Autoregressive Models. Using Paraphrasing and Memory-Augmented Models to Combat Data Sparsity in Question Interpretation with a Virtual Patient Dialogue System. Creative Language Encoding under Censorship. ENRICHMENT OF FEATURES FOR CLASSIFI …

Discourse and Lexicons: Lexemes, MWEs, Grammatical Constructions and Compositional Word Combinations to Signal Discourse Relations. Jerk-Aware Video Acceleration Magnification. Efficient and Consistent Adversarial Bipartite Matching. Towards Automatic Fake News Detection: Cross-Level Stance Detection in News Articles. An Efficient Pruning Algorithm …