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A Computational System for Poetry Style Analysis and an Expressive Poetry Reader

We present a system that computes an extended number of linguistic parameters to evaluate a poem, a set or collection of poems and compares the results.

Language English

Enriching the Neural Network Language Model with Linguistic Information for Improving the ASR output

In this work, we introduce two solutions for two major issues: 1) How to, effectively, use the Neural Network Language Model (NNLM) in ASR decoder; 2) How to improve the NNLM performance using linguistic information. For the former, we propose rescoring the theories in the stack of A* search, instead of rescoring the final N-best lists; and for the latter we propose a new deep structure for representing the linguistic information.

Language English

Advances in Word Reordering Modeling for Phrase-Based Statistical Machine Translation

We discuss the word reordering issue in phrase-based SMT and present some approaches to enhance the standard word reordering constraints

Language English

Bridging NLP and semantic web to enhance user interactions with the web of data

We address the development of methods for a flexible mapping between natural language expressions, and concepts and relations in structured knowledge bases

Language English

Learning Corpus Patterns Using Finite State Automata

We argue that natural language has computationally discoverable regular properties characterizing a certain type of phrases

Language English

Context-based Language Model Adaptation for Lecture Translation

We focus on topic adaptation for language modeling to improve the fluency of translations, both through word choice and small reordering decisions

Language English