Statistical machine translation
ACM Computing Surveys (CSUR)
The human language project: building a Universal Corpus of the world's languages
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Head finalization: a simple reordering rule for SOV languages
WMT '10 Proceedings of the Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR
Hierarchical phrase-based translation grammars extracted from alignment posterior probabilities
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Training continuous space language models: some practical issues
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Phrase clustering for smoothing TM probabilities: or, how to extract paraphrases from phrase tables
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
A survey of paraphrasing and textual entailment methods
Journal of Artificial Intelligence Research
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Incremental syntactic language models for phrase-based translation
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Enriching document representation via translation for improved monolingual information retrieval
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
No free lunch: brute force vs. locality-sensitive hashing for cross-lingual pairwise similarity
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Automatic keyphrase extraction by bridging vocabulary gap
CoNLL '11 Proceedings of the Fifteenth Conference on Computational Natural Language Learning
Explicit length modelling for statistical machine translation
IbPRIA'11 Proceedings of the 5th Iberian conference on Pattern recognition and image analysis
A dependency based statistical translation model
SSST-5 Proceedings of the Fifth Workshop on Syntax, Semantics and Structure in Statistical Translation
Combining statistical and semantic approaches to the translation of ontologies and taxonomies
SSST-5 Proceedings of the Fifth Workshop on Syntax, Semantics and Structure in Statistical Translation
ACM Transactions on Asian Language Information Processing (TALIP)
Apertium: a free/open-source platform for rule-based machine translation
Machine Translation
GREAT: open source software for statistical machine translation
Machine Translation
Tree transformations and dependencies
MOL'11 Proceedings of the 12th biennial conference on The mathematics of language
A Survey of Automatic Query Expansion in Information Retrieval
ACM Computing Surveys (CSUR)
Mining the interests of Chinese microbloggers via keyword extraction
Frontiers of Computer Science in China
UPM system for the translation task
WMT '11 Proceedings of the Sixth Workshop on Statistical Machine Translation
The Universitat d'Alacant hybrid machine translation system for WMT 2011
WMT '11 Proceedings of the Sixth Workshop on Statistical Machine Translation
Source language categorization for improving a speech into sign language translation system
SLPAT '11 Proceedings of the Second Workshop on Speech and Language Processing for Assistive Technologies
A generate and rank approach to sentence paraphrasing
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Syntax-based grammaticality improvement using CCG and guided search
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Survey: weighted extended top-down tree transducers part iii - composition
Algebraic Foundations in Computer Science
UCNLG+EVAL '11 Proceedings of the UCNLG+Eval: Language Generation and Evaluation Workshop
Minimum bayes risk decoding with enlarged hypothesis space in system combination
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part II
Explicit length modelling for statistical machine translation
Pattern Recognition
HPSG-Based Preprocessing for English-to-Japanese Translation
ACM Transactions on Asian Language Information Processing (TALIP)
On the naturalness of software
Proceedings of the 34th International Conference on Software Engineering
Weighted Extended Tree Transducers
Fundamenta Informaticae
Survey: Weighted Extended Top-down Tree Transducers Part II—Application in Machine Translation
Fundamenta Informaticae - Non-Classical Models of Automata and Applications II
Unidirectional derivation semantics for synchronous tree-adjoining grammars
DLT'12 Proceedings of the 16th international conference on Developments in Language Theory
Power-law distributions for paraphrases extracted from bilingual corpora
EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
Every sensible extended top-down tree transducer is a multi bottom-up tree transducer
NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Jane: an advanced freely available hierarchical machine translation toolkit
Machine Translation
Monolingual distributional similarity for text-to-text generation
SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
Generalized biwords for bitext compression and translation spotting
Journal of Artificial Intelligence Research
Semantic web based machine translation
EACL 2012 Proceedings of the Joint Workshop on Exploiting Synergies between Information Retrieval and Machine Translation (ESIRMT) and Hybrid Approaches to Machine Translation (HyTra)
Combining EBMT, SMT, TM and IR technologies for quality and scale
EACL 2012 Proceedings of the Joint Workshop on Exploiting Synergies between Information Retrieval and Machine Translation (ESIRMT) and Hybrid Approaches to Machine Translation (HyTra)
Linguistically-augmented Bulgarian-to-English statistical machine translation model
EACL 2012 Proceedings of the Joint Workshop on Exploiting Synergies between Information Retrieval and Machine Translation (ESIRMT) and Hybrid Approaches to Machine Translation (HyTra)
An unsupervised and data-driven approach for spell checking in Vietnamese OCR-scanned texts
HYBRID '12 Proceedings of the Workshop on Innovative Hybrid Approaches to the Processing of Textual Data
Language comparison through sparse multilingual word alignment
EACL 2012 Proceedings of the EACL 2012 Joint Workshop of LINGVIS & UNCLH
ACCURAT toolkit for multi-level alignment and information extraction from comparable corpora
ACL '12 Proceedings of the ACL 2012 System Demonstrations
Enlarging paraphrase collections through generalization and instantiation
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Implementing a language-independent MT methodology
MM '12 Proceedings of the First Workshop on Multilingual Modeling
Linguistically-enriched models for Bulgarian-to-English machine translation
SSST-6 '12 Proceedings of the Sixth Workshop on Syntax, Semantics and Structure in Statistical Translation
Multilingual sentiment analysis using machine translation?
WASSA '12 Proceedings of the 3rd Workshop in Computational Approaches to Subjectivity and Sentiment Analysis
Increasing adaptability of a speech into sign language translation system
Expert Systems with Applications: An International Journal
Bagging and Boosting statistical machine translation systems
Artificial Intelligence
Induction of dependency structures based on weighted projection
ICCCI'12 Proceedings of the 4th international conference on Computational Collective Intelligence: technologies and applications - Volume Part I
CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume 2
Class-Based language models for chinese-english parallel corpus
CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume 2
Automatic and human evaluation on english-croatian legislative test set
CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume 2
Generating targeted paraphrases for improved translation
ACM Transactions on Intelligent Systems and Technology (TIST) - Special Sections on Paraphrasing; Intelligent Systems for Socially Aware Computing; Social Computing, Behavioral-Cultural Modeling, and Prediction
Lexical statistical machine translation for language migration
Proceedings of the 2013 9th Joint Meeting on Foundations of Software Engineering
Syntax-Based Post-Ordering for Efficient Japanese-to-English Translation
ACM Transactions on Asian Language Information Processing (TALIP)
Lattice BLEU oracles in machine translation
ACM Transactions on Speech and Language Processing (TSLP)
Statistical machine translation system for English to Urdu
International Journal of Advanced Intelligence Paradigms
Generalized biwords for bitext compression and translation spotting: extended abstract
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Quality estimation for machine translation: some lessons learned
Machine Translation
Markus Dickinson, Chris Brew and Detmar Meurers: Language and Computers
Machine Translation
Improving on-line handwritten recognition in interactive machine translation
Pattern Recognition
Generating storylines from sensor data
Pervasive and Mobile Computing
Methodology for developing an advanced communications system for the Deaf in a new domain
Knowledge-Based Systems
An intelligent Web agent that autonomously learns how to translate
Web Intelligence and Agent Systems
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This introductory text to statistical machine translation (SMT) provides all of the theories and methods needed to build a statistical machine translator, such as Google Language Tools and Babelfish. In general, statistical techniques allow automatic translation systems to be built quickly for any language-pair using only translated texts and generic software. With increasing globalization, statistical machine translation will be central to communication and commerce. Based on courses and tutorials, and classroom-tested globally, it is ideal for instruction or self-study, for advanced undergraduates and graduate students in computer science and/or computational linguistics, and researchers in natural language processing. The companion website provides open-source corpora and tool-kits.