Graph Methods for Multilingual FrameNets. Improving Sequence to Sequence Neural Machine Translation by Utilizing Syntactic Dependency Information. Compositionality in Verb-Particle Constructions. Learning to Score System Summaries for Better Content Selection Evaluation.. Information-Theory Interpretation of the Skip-Gram Negative-Sampling Objectiv …

All-In-1 at IJCNLP-2017 Task 4: Short Text Classification with One Model for All Languages. Multivariate Gaussian Document Representation from Word Embeddings for Text Categorization. Face Normals “In-The-Wild” Using Fully Convolutional Networks. Inducing Embeddings for Rare and Unseen Words by Leveraging Lexical Resources. Sentiment Intensity Rank …

Proceedings of the 2nd Workshop on Semantic Deep Learning (SemDeep-2). ConStance: Modeling Annotation Contexts to Improve Stance Classification. An Exploration of Data Augmentation and RNN Architectures for Question Ranking in Community Question Answering. Quote Extraction and Attribution from Norwegian Newspapers. XJNLP at SemEval-2017 Task 12: Cl …

Rule-Based Translation of Spanish Verb-Noun Combinations into Basque. A Generative Model of Phonotactics. Developing a web-based workbook for English supporting the interaction of students and teachers. Communication with Robots using Multilayer Recurrent Networks. Identifying 1950s American Jazz Musicians: Fine-Grained IsA Extraction via Modifier …

Proceedings of the Workshop Human-Informed Translation and Interpreting Technology. Word Re-Embedding via Manifold Dimensionality Retention. Improving the Character Ngram Model for the DSL Task with BM25 Weighting and Less Frequently Used Feature Sets. Proceedings of the Eighth International Joint Conference on Natural Language Processing (Volume 2 …

Sentence Alignment Methods for Improving Text Simplification Systems. The TALP-UPC Neural Machine Translation System for German/Finnish-English Using the Inverse Direction Model in Rescoring. Digital Watermarking Model for CityGML. Code-Switching as a Social Act: The Case of Arabic Wikipedia Talk Pages. Waldayu and Waldayu Mobile: Modern digital di …

Adversarial Training for Relation Extraction. Towards efficient string processing of annotated events. An Analysis and Visualization Tool for Case Study Learning of Linguistic Concepts. Learning to Model the Tail. SINAI at SemEval-2017 Task 4: User based classification. The ParisNLP entry at the ConLL UD Shared Task 2017: A Tale of a #ParsingTrage …

Cross-Lingual Syntactically Informed Distributed Word Representations. Annotation of pain and anesthesia events for surgery-related processes and outcomes extraction. Communicating and Acting: Understanding Gesture in Simulation Semantics. Towards a Universal Sentiment Classifier in Multiple languages. CROWD-IN-THE-LOOP: A Hybrid Approach for Annot …

Building Multimodal Simulations for Natural Language. Multi-Document Summarization of Persian Text using Paragraph Vectors. If You Can’t Beat Them Join Them: Handcrafted Features Complement Neural Nets for Non-Factoid Answer Reranking. Adaptive Clustering through Semidefinite Programming. Overview of the Second BUCC Shared Task: Spotting Parallel S …

Collaborative PAC Learning. Towards Decoding as Continuous Optimisation in Neural Machine Translation. Supervised Learning of Automatic Pyramid for Optimization-Based Multi-Document Summarization. PositionRank: An Unsupervised Approach to Keyphrase Extraction from Scholarly Documents. Question Difficulty – How to Estimate Without Norming, How to U …

Enriching Complex Networks with Word Embeddings for Detecting Mild Cognitive Impairment from Speech Transcripts. Temporal Orientation of Tweets for Predicting Income of Users. Adversarial Adaptation of Synthetic or Stale Data. An Approach to Extract Product Features from Chinese Consumer Reviews and Establish Product Feature Structure Tree. 語音文件檢索使 …

Google Vizier: A Service for Black-Box Optimization. Variational Bayesian Multiple Instance Learning With Gaussian Processes. A surprisingly effective out-of-the-box char2char model on the E2E NLG Challenge dataset. One Network to Solve Them All – Solving Linear Inverse Problems Using Deep Projection Models. Neural Disambiguation of Causal Lexical …

RDF2Vec: RDF Graph Embeddings and Their Applications. Neural Networks for Efficient Bayesian Decoding of Natural Images from Retinal Neurons. Context Selection for Embedding Models. Image Super-Resolution via Deep Recursive Residual Network. Instance Weighting for Neural Machine Translation Domain Adaptation. Leveraging Linguistic Structures for Na …