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Data & statistics on The percentage of unique trigrams versus the training set size – 6004 results
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The percentage of unique trigrams vs. the training set size.

The percentage of unique trigrams vs. the training set size.

www.fizyka.umk.pl/ftp/papers/kmk/04-PediatricCorpus.pdf

Percentage of unique trigrams vs. training set size % of unique trigrams . Training set size Fig. 3. The percentage of unique trigrams vs. the training set size. ...
is still in its early stages and the training set is still expanding. Although ...
discussed here is likely to converge slowly. Therefore, a large training set may be necessary for obtaining the high accuracy. Tests made on the training set show

Dec 2003 | Wydzia? Fizyki
Original Url: http://www.fizyka.umk.pl/ftp/papers/kmk/04-PediatricCorpus.pdf
Memory cost (Bytes) of different MPHFs used for trigram (m3 = the size of trigram,d is a constant determined in MPHF training algorithms, l3 = the maximal length in characters of a trigram string)
61 more results from this site ▶

Memory cost (Bytes) of different MPHFs used for trigram (m3 = the size of trigram, d is a constant determined in MPHF training algorithms, l3 = the maximal length in characters of a trigram string)

research.microsoft.com:8081/pubs/77912/X_Li_Y_Zhao_CSL-Jan07.pdf

in different Au MPHFs for trigram MPH tables, where m3 is the size of trigram and l3 ...
for bigram (m2 = the size of bigram, d is a constant determined in MPHF training ...
integer key Ki to obtain unique values of x(key) and y(key) for each

2048 (projection) | Microsoft – 61 more results from this site
Original Url: http://research.microsoft.com:8081/pubs/77912/X_Li_Y_Zhao_CSL-Jan07.pdf
Percent of unique unigrams, bigrams, trigrams, and 4-grams from the Europarl Spanish test sentences for which translations were learned in increasingly large training corpora
17 more results from this site ▶

Percent of unique unigrams, bigrams, trigrams, and 4-grams from the Europarl Spanish test sentences for which translations were learned in increasingly large training corpora

homepages.inf.ed.ac.uk/miles/phd-projects/ccb.pdf

unigrams bigrams trigrams 4-grams 1e+06 Training Corpus Size (num words) 1e+07 ...
amount of training data has to be observed before translations are learned for a reasonable percentage of the test phrases. Figure 5.1 shows the extent of this problem. For a training corpus containing 10, 000 words translations will have been learned

Sep 2007 | Informatics s Server – 17 more results from this site
Original Url: http://homepages.inf.ed.ac.uk/miles/phd-projects/ccb.pdf
Perplexity figures and N -gram hit-rates for the two corpora’s word trigram models with bigram (bi) and trigram (tri) cutoffs both set to one, and both set to zero

Perplexity figures and N -gram hit-rates for the two corpora’s word trigram models with bigram (bi) and trigram (tri) cutoffs both set to one, and both set to zero

www.shlrc.mq.edu.au/proceedings/icslp98/PDF/AUTHOR/SL980967.PDF

a vocabulary of the most frequent 65k words in the training set was used. In Table ...
has the bigram and trigram cutoffs set to one, and the other has the cutoffs set to zero. Hit ...
’s word trigram models with bigram (bi) and trigram (tri) cutoffs both set to one, and both set to zero

Aug 1998 | Start-up page
Original Url: http://www.shlrc.mq.edu.au/proceedings/icslp98/PDF/AUTHOR/SL980967.PDF
Perplexity of different trigram LMs using different vocabularies. The second column indicates the size of the word list and the third column indicates the percentage of the LCA training wordlist covered. Vocabulary L uses LCA data only.
6 more results from this site ▶

Perplexity of different trigram LMs using different vocabularies. The second column indicates the size of the word list and the third column indicates the percentage of the LCA training wordlist ...

www.dcs.shef.ac.uk/~th/publications/alshareef_is11.pdf

l06.train l06.test backchannels hesitations Table 4: Number of backchannel and hesitation tokens in training and testing sets. % of LCA Trigrams LCA vocab size OOV% MSA ...
and the third column indicates the percentage of the LCA training wordlist covered ...
3.2. Using MSA training data As indicated in Table 2, the MSA vocabulary

Jun 2011 | The University of Sheffield – 6 more results from this site
Original Url: http://www.dcs.shef.ac.uk/~th/publications/alshareef_is11.pdf
Probably because our approximation error is too big since we used only 150-factor SVD, the perplexity we got is much higher than the traditional trigram models. Moreover, doing trigram experiments is a heavy burden for the machines, so no further experiments are done.
43 more results from this site ▶

Probably because our approximation error is too big since we used only 150-factor SVD, the perplexity we got is much higher than the traditional trigram models. Moreover, doing trigram experiments is ...

www.cs.cmu.edu/~weichen/Report.pdf

bigrams in training data, and a unique symbol is assigned to all unseen bigrams. The size of the co-occurrence matrix is 10001*754239. SVDPACKC only deals with tall ...
trigram matrix SVD when using SVDPACKC. It can only compute 150 singular values ...
Training Perplexity Test Perplexity Zero Probs in Test Good-Turing Kneser-Ney Trigram-150-SVD

Aug 2007 | SCHOOL OF COMPUTER SCIENCE, Carnegie Mellon – 43 more results from this site
Original Url: http://www.cs.cmu.edu/~weichen/Report.pdf
Learning curves for MaxEnt models with two different feature configurations. Basic is a model using only the basic feature types, i.e. sub-trees of depth one. Extended is the model which additionally uses three-level grandparenting and lexical type trigrams. The models are tested on the (primary) Tourist development data by ten-fold cross-validation. For the nine folds of training data in each round, ...
7 more results from this site ▶

Learning curves for MaxEnt models with two different feature configurations. Basic is a model using only the basic feature types, i.e. sub-trees of depth one. Extended is the model which additionally ...

www.velldal.net/erik/pubs/Velldal08.pdf

trained over sub-sets of the data, we are never able to take full advantage of the entire set of available training items. In this sense, the use of n-fold cross ...
configuration, a new model is trained on the entire data set, which will then be used

Dec 2007 | www.velldal.net – 7 more results from this site
Original Url: http://www.velldal.net/erik/pubs/Velldal08.pdf
The PP of the different models (unigram, bigram and trigram) over the test set.

The PP of the different models (unigram, bigram and trigram) over the test set.

www.cse.salford.ac.uk/prima/ICDAR2003/Papers/0201_412_vinciarelli_a.pdf

International). The transcriptions of the training set of the handwriting database was added ...
with bigrams). The second problem is that the percentage of trigrams covered by the corpus ...
LM Perplexity vs Lexicon Size (Cambridge) Perplexity unigram bigram trigram Lexicon Size (kWords)

Jun 2003 | www.cse.salford.ac.uk
Original Url: http://www.cse.salford.ac.uk/prima/ICDAR2003/Papers/0201_412_vinciarelli_a.pdf
The PP of the different models (unigram, bigram and trigram) over the test set.

The PP of the different models (unigram, bigram and trigram) over the test set.

bengio.abracadoudou.com/cv/publications/pdf/vinciarelli_2003_icdar.pdf

International). The transcriptions of the training set of the handwriting database was added ...
with bigrams). The second problem is that the percentage of trigrams covered by the corpus ...
LM Perplexity vs Lexicon Size (Cambridge) Perplexity unigram bigram trigram Lexicon Size (kWords)

May 2003 | Samy Bengio
Original Url: http://bengio.abracadoudou.com/cv/publications/pdf/vinciarelli_2003_icdar.pdf
Statistics of the training data, from a total test set of 1785 unique queries

Statistics of the training data, from a total test set of 1785 unique queries

www.www2011india.com/proceeding/proceedings/p397.pdf

queries of each QRW model. The sizes of the query sets are different for each test ...
WWW 2011 – Session: Evaluation Table 4: Statistics of the training data, from a total test set of 1785 unique queries Test1 Test2 Test3 Test4 Test5 unique queries unique query-URL judged query-URL DBN query-URL ...
model affects -hence, the query sets in each test are not random splits. In our

Jan 2016 | International World Wide Web Conference, 28th March - 1st April 2011, Hyderabad, India
Original Url: http://www.www2011india.com/proceeding/proceedings/p397.pdf
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