An Open Corpus for Named Entity Recognition in Historic Newspapers. A Reading Comprehension Corpus for Machine Translation Evaluation. Normalising Medical Concepts in Social Media Texts by Learning Semantic Representation. Kyoto-NMT: a Neural Machine Translation implementation in Chainer. Learning a Lexicon and Translation Model from Phoneme Lattic …

Introducing the Weighted Trustability Evaluator for Crowdsourcing Exemplified by Speaker Likability Classification. Grounded Semantic Role Labeling. Robust Text Classification for Sparsely Labelled Data Using Multi-level Embeddings. Assortment Optimization Under the Mallows model. A Translation-Based Knowledge Graph Embedding Preserving Logical Pro …

Deep Multi-Task Learning with Shared Memory for Text Classification. Event participant modelling with neural networks. Predicting human similarity judgments with distributional models: The value of word associations.. Creating a Novel Geolocation Corpus from Historical Texts. IHS-RD-Belarus at SemEval-2016 Task 1: Multistage Approach for Measuring …

Leveraging Data-Driven Methods in Word-Level Language Identification for a Multilingual Alpine Heritage Corpus. Enriching Wikidata with Frame Semantics. But What Do We Actually Know?. Detecting Visually Relevant Sentences for Fine-Grained Classification. Automatic identification of Mild Cognitive Impairment through the analysis of Italian spontaneo …

Active Learning for Dependency Parsing with Partial Annotation. Guided Policy Search via Approximate Mirror Descent. RELPRON: A Relative Clause Evaluation Data Set for Compositional Distributional Semantics. Inference of ICD Codes from Japanese Medical Records by Searching Disease Names. A Discriminative Topic Model using Document Network Structure …