New Methods In Language ProcessingD. B. Jones, H. Somers Routledge, 5 nov. 2013 - 385 pages Studies in Computational Linguistics presents authoritative texts from an international team of leading computational linguists. The books range from the senior undergraduate textbook to the research level monograph and provide a showcase for a broad range of recent developments in the field. The series should be interesting reading for researchers and students alike involved at this interface of linguistics and computing. |
Table des matières
an analogybased approach | |
Towards a hybrid abstract generation system | |
Recurrent neural networks and natural language processing | |
Learning the semantics of aspect | |
Experiments in robust parsing with a Guided Propagation Network | |
Learning semantic relationships and syntactic roles in a simple | |
A naturallanguagetranslation neural network | |
Direct parsetree translation in cooperation with the transfer method | |
Evaluating the information gain of probabilitybased PPdisambiguation | |
Automatic error detection in partofspeech tagging | |
A method of parsing English based on sentence form | |
A new approach to center tracking | |
Structuring raw discourse | |
parsing | |
A system for automating concordance line selection | |
A machine learning approach to anaphoric reference | |
Some methods for the extraction of bilingual terminology | |
Efficient disambiguation by means of stochastic treesubstitution | |
Towards automatically aligning German compounds with English word | |
Corpusbased acquisition of transfer functions using psycholinguistic | |
A stochastic GovernmentBinding parser | |
Evolutionary algorithms for dialogue optimization as an example of | |
Software reuse objectoriented frameworks and | |
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Expressions et termes fréquents
accuracy actor algorithm alignment ambiguous analogy-based analysis anaphor applied approach architecture Artificial Intelligence assigned back-propagation candidates classes classifier closed-class word cluster cognitive Computational Linguistics Conference connectionist constituents constraints context corpora corpus correct corresponding decision tree defined definition dialogue disambiguation discourse segment encoding English error evaluation example extracted Federici Figure finite-state frequency function given grammar hybrid implementation input sentence International layer LOLITA Machine Learning Machine Translation matches method modules morphological n-gram natural language processing neural network node nonterminal noun object optimization output pair parameters parse tree parse-tree parser performance phrase Pirrelli possible posterior probability probabilistic problem recurrent network reference relations represented rules score semantic semantic representations specific statistical string STSG subderivation sublanguage subparse symbolic syntactic structures Table tagger task techniques test set theory threshold tokens Treebank TreeTagger trigram values verb word form WSJ1