unsupervised training for disambiguation

... ot the case for P P attachment. Due to the good performance of Collins’ parser for even small training sets, the combination is only superior for the two smallest training sets (significant for the ... system performs better than either com- ponent by itself. However, for PP attachment this only holds for small training set sizes. For large training sets, we could only show an im- provement for RC ... 2006. c 2006 Association for Computational Linguistics The Effect of Corpus Size in Combining Supervised and Unsupervised Training for Disambiguation Michaela Atterer Institute for NLP University of...

Ngày tải lên: 20/02/2014, 12:20

... Association for Computational Linguistics Models and Training for Unsupervised Preposition Sense Disambiguation Dirk Hovy and Ashish Vaswani and Stephen Tratz and David Chiang and Eduard Hovy Information ... HLT 2010 First International Workshop on Formalisms and Methodology for Learning by Reading. Association for Computational Linguistics, Los Angeles, Califor- nia, June. Tom O’Hara and Janyce Wiebe. ... argument senses. In this paper, we present our unsupervised framework and show results for preposition disam- biguation. We hope to present results for the joint disambiguation of preposition and arguments...

Ngày tải lên: 20/02/2014, 05:20

... elements for delivery of communication skills training; the content and pro- cess was specifically designed for this study and was based on best available evidence. The curriculum of the training ... were noted for analysis. Training Program In our previous study, we developed and used a communication skills program to our emergency medicine resident successfully. The same training program ... program was modified and used for emergency nurses (1). There were some reasons of the modifica- tion of the previous training program. First of all, the second part of the training program was composed...

Ngày tải lên: 25/10/2012, 11:00

... Training for Impromptu Speaking and Testing Active Listening With a Focus on Japanese Students Dr. Cecilia B-Ikeguchi For so many years now, the perennial ... are handling at the moment. The best way to prepare for Impromptu speaking is to be well-informed, so goes the saying. And to be well-informed, one has to read a lot, watch TV a lot, know the ... ways to do it. The following is one of my favorite techniques in training students in the Intermediate level of English classes for impromptu speaking while at the same time teaching the higher...

Ngày tải lên: 06/09/2013, 10:10

... effectiveness  First FMR produced after first full period  NO standardized formats for FMRs. Borrowers to agree with the Bank on format and content that is consistent with the FMR Guidelines 18 VI- ...  Linkage of financial information with Output indicators or contract status for key activities  Outcome indicators generally not reported in FMRs  Narrative information may be complement, ... reconciliation statement  SA bank statement  Forecast of expenditures for the next two FMR reporting periods. Calculation of disbursement request based on above information. 22 VII- Financial Monitoring...

Ngày tải lên: 18/10/2013, 11:15

Ngày tải lên: 12/12/2013, 08:32

... the BKSTS for subscription payment details or further information. training for digital projection Training for Digital Projection - December 2006 page 4 business formula Training for Digital ... rate for such projec- tion is 96 frames per second, so for 3D movies you are essentially shooting twice at much as for a normal movie. Apparently all page 10 ibc digital workshop Training for ... DCI specification is the requirement for the JPEG2000 image format. This is a new format for storing the digital images which has been optimised specifically for digital cinema. This requires...

Ngày tải lên: 19/02/2014, 10:20

... to all BKSTS Members. Please contact the BKSTS for subscription payment details or further information. training for digital projection Training for Digital Projection - June 2006 page 15 a microblaze. Entropy ... dci Compliance Training for Digital Projection - June 2006 page 3 TDP Training for Digital Projection Welcome! welcome BKSTS - The Moving Image Society has a long history in the training of people ... check for audio failure You may also attend our training courses if you are not part of the DSN. If you are interested, please contact us for details. www.artsalliancemedia.com/ Training for...

Ngày tải lên: 19/02/2014, 10:20

... 31–36, Uppsala, Sweden, 13 July 2010. c 2010 Association for Computational Linguistics Unsupervised Search for The Optimal Segmentation for Statistical Machine Translation Cos¸kun Mermer 1,3 and ... analyzer and disambiguation to arrive at mor- phemes as tokens. However, training the trans- lation models with morphemes actually degrades the translation performance. They outperform the word-based ... 2007. Unsupervised models for morpheme segmentation and morphology learn- ing. ACM Transactions on Speech and Language Processing, 4(1):1–34. Sajib Dasgupta and Vincent Ng. 2007. High- performance,...

Ngày tải lên: 20/02/2014, 04:20

... (Callison-Burch et al., 2010). We use the news commentary corpus for training the TM, and the news commentary and Europarl corpora for training the LM. For Japanese, we use data from the NTCIR patent translation ... should be noted that forcing align- ments smaller than the model suggests is only used for generating alignments for use in heuristic extrac- tion, and does not affect the training process. 5.2 ... tokenized, lower-cased, and sentences of over 40 words on either side are removed for TM training. For both tasks, we perform weight tuning and testing on specified development and test sets. We compare...

Ngày tải lên: 20/02/2014, 04:20

... June 2008. c 2008 Association for Computational Linguistics Self -Training for Biomedical Parsing David McClosky and Eugene Charniak Brown Laboratory for Linguistic Information Processing (BLLIP) Brown ... detail how self- training improved the parser. We conclude in section five. 2 Previous Work While self -training has worked in several do- mains, the early results on self -training for pars- ing were ... improve parser perfor- mance (Bacchiani et al., 2006; McClosky et al., 2006a; McClosky et al., 2006b). One possible use for this technique is for parser adaptation — initially training the parser on...

Ngày tải lên: 20/02/2014, 09:20

... performance end end average_performance and keep average_performance end B = best average_performance bestFeatures  B ∪ bestFeatures end Figure 2. Implemented algorithm for forward ... iteration of the algorithm: One for training and the other for development (65% and 35% respectively). We train the learners with the training set and we evaluate the performance to pick the best ... used the 3 best features for PPV for the Emotional Learner and the best feature for NPV for the Non- Emotional Learner (see Section 4.1). The x-axis shows the number of training examples added;...

Ngày tải lên: 20/02/2014, 16:20

... warrior maxim again,“Let your training be a reflection of battlefield conditions.” In the section on intensity, we made a case for selecting the optimum package for endurance training that best reflects ... who pose. For efficiency and effectiveness to be truly effi- cient and effective, your training must be intense because the sport is intense.To crib from a Special Forces mind-set, your training ... Hold this position for three minutes. Performing this exercise will allow you to relax your breathing even when you have less than full lung access. For extra stress, try performing a series of...

Ngày tải lên: 05/03/2014, 21:20

... application of self -training in learning semantic role labeling with the use of unlabeled data. We used a balancing method for selecting newly labeled examples for augmenting the training set in ... In addition to performance, efficiency of the classifier (C) is important for self -training, which is computationally expensive. Our classifier is a compromise between performance and efficien- cy. ... These methods showed improvement in both classifier performance and self -training trend. However, using out-of-domain unlabeled data for increasing the domain generalization ability of the...

Ngày tải lên: 07/03/2014, 22:20

... 1 Enlarged Training Data for Language 2 Manually Prepared Training Data for Language 2 ClassifierClassifier Further Enlarged Training Data for Language 1 Further Enlarged Training Data for Language ... of co -training (Blum and Mitchell, 1998). Language 1 Language 2 Iteration Manually Prepared Training Data for Language 1 Classifier Classifier Training Training Enlarged Training Data for Language ... parts of classification results Training Training Training Training … … Translate reliable parts of classification results Figure 1: Concept of bilingual co -training Let us show an example...

Ngày tải lên: 08/03/2014, 00:20

... phrase translation is formulated as an information re- trieval process implemented with a log-linear model aiming for a balanced precision and re- call. We present a generic phrase training al- gorithm ... overestimation problem in HMM especially when training data size is small. 3.2 Bilingual Information Metric Trying to find phrase translations for any possible n- gram is not a good idea for two reasons. First, due to ... well to a foreign phrase, the posterior distribution of the English phrase generating all for- eign phrases on the other side is significantly biased. For instance, the posterior of one foreign...

Ngày tải lên: 08/03/2014, 01:20

Ngày tải lên: 08/03/2014, 01:20

Ngày tải lên: 08/03/2014, 01:20

Ngày tải lên: 08/03/2014, 02:21

Ngày tải lên: 08/03/2014, 05:21