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A fast partial parse of natural language sentences using a connectionist method
The pattern matching capabilities of neural networks can be used to loc- ate syntactic constituents of natural lan- guage. This paper describes a fully auto- mated hybrid system, using neural …...
An Experiment in Hybrid Dictionary and Statistical Sentence Alignment
The task of aligning sentences in parallel corpora of two languages has been well studied using pure sta- tistical or linguistic models. We developed a linguis- tic method based on …...
An Experiment in Hybrid Dictionary and Statistical Sentence Alignment
The task of aligning sentences in parallel corpora of two languages has been well studied using pure sta- tistical or linguistic models. We developed a linguis- tic method based on …...
Towards a Unified Approach to Memory- and Statistical-Based Machine Translation
We present a set of algorithms that en- able us to translate natural language sentences by exploiting both a trans- lation memory and a statistical-based translation model. Our results show …...
WSD based on mutual information and syntactic patterns
This paper describes a hybrid system for WSD, pre- sented to the English all-words and lexical-sample tasks, that relies on two different unsupervised ap- proaches. The first one selects the …...
Accurate Collocation Extraction Using a Multilingual Parser
This paper focuses on the use of advanced techniques of text analysis as support for collocation extraction. A hybrid system is presented that combines statistical meth- ods and multilingual parsing …...
Using Moses to Integrate Multiple Rule-Based Machine Translation Engines into a Hybrid System
Based on an architecture that allows to com- bine statistical machine translation (SMT) with rule-based machine translation (RBMT) in a multi-engine setup, we present new results that show that this …...
Résolution de métonymie des entités nommées : proposition d’une méthode hybride [Metonymy resolution for named entities: an hybrid approach]
. Named Entity metonymy resolution is a challenging natural langage processing task, which has been recently subject to a growing interest. In this paper, we describe the method we have …...
Hybrid System For Plagiarism Detection
The Internet boom in recent years has in- creased the interest in the field of plagiarism detection. A lot of documents are published on the Net everyday and anyone can …...
The Universitat d’Alacant hybrid machine translation system for WMT 2011
This paper describes the machine translation (MT) system developed by the Transducens Research Group, from Universitat d’Alacant, Spain, for the WMT 2011 shared transla- tion task. We submitted a hybrid …...
DFKI’s experimental hybrid MT system for WMT 2015
DFKI participated in the shared transla- tion task of WMT 2015 with the German- English language pair in each translation direction. The submissions were gener- ated using an experimental hybrid …...
Improving homograph disambiguation with supervised machine learning
We describe a pre-existing rule-based homograph disambiguation system used for text-to-speech synthesis at Google, and compare it to a novel system which performs disambiguation using classifiers trained on a small …...
GWU NLP at SemEval-2019 Task 7: Hybrid Pipeline for Rumour Veracity and Stance Classification on Social Media
AbstractSocial media plays a crucial role as the main resource news for information seekers online. However, the unmoderated feature of social media platforms lead to the emergence and spread of …...
Event Extraction from Unstructured Amharic Text
AbstractIn information extraction, event extraction is one of the types that extract the specific knowledge of certain incidents from texts. Event extraction has been done on different languages text but …...