Syntax and Data-to-Text Generation -- Spoken Language Processing: Time to Look Outside? -- Phonetics and Machine Learning: Hierarchical Modelling of Prosody in Statistical Speech Synthesis -- A Hybrid Approach to Compiling Bilingual Dictionaries of Medical Terms from Parallel Corpora -- Experiments with a PPM Compression-Based Method for English-Chinese Bilingual Sentence Alignment -- BiMEANT: Integrating Cross-Lingual and Monolingual Semantic Frame Similarities in the MEANT Semantic MT Evaluation Metric -- Robust Speaker Recognition Using MAP Estimation of Additive Noise in i-vectors Space -- Structured GMM Based on Unsupervised Clustering for Recognizing Adult and Child Speech -- Physiological and Cognitive Status Monitoring on the Base of Acoustic-Phonetic Speech Parameters -- Automatic Phonetic Transcription in Two Steps: Forced Alignment and Burst Detection -- Supervised Classification Using Balanced Training -- Exploring Multidimensional Continuous Feature Space to Extract Relevant Words -- Lazy and Eager Relational Learning Using Graph-Kernels -- Linear Co-occurrence Rate Networks (L-CRNs) for Sequence Labeling -- A Comparison of Sequence-Trained Deep Neural Networks and Recurrent Neural Networks Optical Modeling for Handwriting Recognition -- Probabilistic Anomaly Detection Method for Authorship Verification -- Measuring Global Similarity Between Texts -- Identifying and Clustering Relevant Terms in Clinical Records Using Unsupervised Methods -- Predicting Medical Roles in Online Health Fora -- Informal Mathematical Discourse Parsing with Conditional Random Fields -- Corpus-Based Information Extraction and Opinion Mining for the Restaurant Recommendation System.