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lexicon extraction for hindi

Tài liệu Báo cáo khoa học:

Tài liệu Báo cáo khoa học: "Large-Coverage Root Lexicon Extraction for Hindi" potx

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... word-form lexicon is an intermediatestage in the creation of a morphological lexicon. In this paper, we consider the problem of extract-ing a large-coverage root word-form lexicon for the Hindi ... POS information in this wayHSE+Pos.3.6 Root SelectionThe stem lexicon obtained by the process de-scribed above had to be converted into a root word-form lexicon. A root word-form lexicon ... withstems. Nouns in Hindi do not usually have morethan four inflectional forms.The scarcity of suffix evidence for most word-forms poses a huge obstacle to the extraction of ahigh-coverage lexicon because...
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Tài liệu Báo cáo khoa học:

Tài liệu Báo cáo khoa học: "Fast Online Lexicon Learning for Grounded Language Acquisition" pdf

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... as Chenand Mooney and perform leave-one-map-out exper-iments. For the first task, we build a lexicon usingambiguous training data from two maps, and thenuse the lexicon to produce the best ... Association for Computational Linguistics, pages 430–439,Jeju, Republic of Korea, 8-14 July 2012.c2012 Association for Computational LinguisticsFast Online Lexicon Learning for Grounded ... pairs1: main2: for training example (ei, pi) do3: Update((ei, pi))4: end for 5: OutputLexicon()6: end main7:8: function Update(training example (ei, pi))9: for n-gram w that...
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Tài liệu Báo cáo khoa học:

Tài liệu Báo cáo khoa học: "Discriminative Lexicon Adaptation for Improved Character Accuracy – A New Direction in Chinese Language Modeling" pptx

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... existing lexicon words into anew word (Saon and Padmanabhan, 2001). Thoughproposed for English, this method is effective for Chinese ASR (Chen et al., 2004). Gao et al. (2002)combined an information ... struc-ture for SDR, which significantly outperformsword-based methods for IV or OOV queries. Herewe apply S-CN structure to investigate the effec-tiveness of improved character accuracy for SDR.Here ... theASR performance. Here we propose a dis-criminative lexicon adaptation approach for improved character accuracy, which notonly adds new words but also deletes somewords from the current lexicon. ...
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Tài liệu Báo cáo khoa học:

Tài liệu Báo cáo khoa học: "Refined Lexicon Models for Statistical Machine Translation using a Maximum Entropy Approach" pptx

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... language.Those lexicon models lack from context infor-mation that can be extracted from the same paral-lel corpus. This additional information could be:Simple context information: information ofthe ... surrounding the word pair;Syntactic information: part-of-speech in-formation, syntactic constituent, sentencemood;Semantic information: disambiguation in-formation (e.g. from WordNet), cur-rent/previous ... fact that thealgorithm for computing the-best lists is sub-optimal.Table 8: Preliminary translation results for theVerbmobil Test-147 for different contextual infor-mation and different...
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Tài liệu Báo cáo khoa học:

Tài liệu Báo cáo khoa học: "Learning Word-Class Lattices for Definition and Hypernym Extraction" doc

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... consists ofthree steps:13204. The high performance as compared with thebest-known methods for both definition andhypernym extraction. Our approach outper-forms the other systems particularly wherethe ... 2010.c2010 Association for Computational LinguisticsLearning Word-Class Lattices for Definition and Hypernym Extraction Roberto Navigli and Paola VelardiDipartimento di InformaticaSapienza Universit`a ... DiscussionDefinition Extraction. In Table 2 we reportthe results of definition extraction systems on theWikipedia dataset. Given this dataset is also used for training, experiments are performed with...
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Tài liệu Báo cáo khoa học:

Tài liệu Báo cáo khoa học: "An Unsupervised Model for Joint Phrase Alignment and Extraction" ppt

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... shown in Table 3. It can be seenthat model-based phrase extraction using HIER out-performs or insignificantly underperforms heuris-tic phrase extraction over all experimental settings,while keeping ... removed for TMtraining. For both tasks, we perform weight tuningand testing on specified development and test sets.We compare the accuracy of our proposed methodof joint phrase alignment and extraction ... phrase extraction asa second baseline. An example of these alignmentsis shown in Figure 3. In model HEUR-P, minimalphrases generated from Ptare treated as aligned, andwe perform phrase extraction...
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Tài liệu Báo cáo khoa học:

Tài liệu Báo cáo khoa học: "Automatic Extraction of Lexico-Syntactic Patterns for Detection of Negation and Speculation Scopes" pdf

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... heuristics based on syntacticinformation taken from dependency structures.7 DiscussionWe presented a method for automatic extraction of lexico-syntactic rules for negation/speculationscopes ... developed a super-vised classifier for identifying speculation cues anda manually compiled list of lexico-syntactic rules for identifying their scopes. For the performance of therule based system ... with a factored model for natural language pars-ing. Advances in neural information processing sys-tems, pages 3–10.D. McClosky and E. Charniak. 2008. Self-training for biomedical parsing....
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Tài liệu Báo cáo khoa học:

Tài liệu Báo cáo khoa học: "A Mobile Touchable Application for Online Topic Graph Extraction and Exploration of Web Content" ppt

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... can explore in an uniform wayboth new information nuggets and validated back-ground information nuggets interactively. Fig. 1summarizes the main components and the informa-tion flow.Figure ... Saarbr¨ucken{neumann|schmeier}@dfki.deAbstractWe present a mobile touchable application for online topic graph extraction and explorationof web content. The system has been imple-mented for operation on an iPad. The topicgraph is constructed ... in-formation between chunk pairs which explic-itly takes their distance into account. An ini-tial user evaluation shows that this system isespecially helpful for finding new interestinginformation...
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Tài liệu Báo cáo khoa học:

Tài liệu Báo cáo khoa học: "Kernels on Linguistic Structures for Answer Extraction" doc

Báo cáo khoa học

... 113–116,Columbus, Ohio, USA, June 2008.c2008 Association for Computational LinguisticsKernels on Linguistic Structures for Answer Extraction Alessandro Moschitti and Silvia QuarteroniDISI, ... EuropeanCommission Marie Curie Excellence Grant for theADAMACH project (contract No. 022593).ReferencesJ. Allan. 2000. Natural language processing for informa-tion retrieval. In Proceedings of NAACL/ANLP ... answer extraction (Chen et al., 2006; Collins-Thompson et al., 2004) rather than document re-trieval (a step usually carried out by off-the shelf IRengines). In question processing, useful informationis...
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Tài liệu Báo cáo khoa học:

Tài liệu Báo cáo khoa học: "Composite Kernels For Relation Extraction" pdf

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... improve the relation extraction quality. On a public benchmarkdataset the combination of a kernel for phrase grammar parse trees and for depen-dency parse trees outperforms all knowntree kernel ... tree kernel outperforms all others by 5.7%F-Measure reaching an F-Measure of 71.2%. Thisresult shows that both types of parse trees containrelevant information for relation extraction. The remainder ... automatic extraction of relations be-tween entities expressed in natural lan-guage text is an important problem for IRand text understanding. In this paper weshow how different kernels for parse...
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