Difficult words by Spache (795)

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attempts, predict, probability, surrounding, opposite, semantically, being, grouped, closer, within, training, alternatively, rui, clustering, choosing, cluster, extensions, built, extend, initial, design, bojanowski, treated, sum, support, included, data, similarities, shared, character, joulin, implementation, breaking, sub, le, devised, called, generating, per, paragraph, entire, process, selecting, required, amount, overfitting, generalisation, yang, pedersen, chi, test, gain, chosen, threshold, efficient, lower, worked, smaller, vocabulary, sets, mutual, perform, similar, rogati, variants, binary, consistently, tested, liu, categorization, nearest, neighbour, linear, squares, fit, mapping, nave, bayes, showed, unbalanced, dataset, samples, svms, knns, simple, fasttext, cc, xu, modified, random, classify, bases, predictions, decision, building, possibility, missed, weak, solve, weighting, evaluate, exclude, improved, superior, recent, include, convolutional, cnns, recurrent, rnns, discusses, collection, converting, stopwords, commonly, prepositions, articles, pp, base, plural, singular, ing, ed, removal, vectorizization, naive, bernoulli, multinomial, passive, aggressive, perceptron, ridge, regression, stochastic, gradient, descent, voting, verbs, stoplist, available, version, porter, stemmer, referred, creator, converted, assign, weights, highest, scoring, detailed, description, weighted, learningbased, obtain, decided, class, exception, discuss, greater, www, nltk, org, snowballstem, english, html, background, technical, experimental, tool, scenarios, ofwords, glove, dictionary, created, tokens, map, occurrences, sentences, dont, index, containing, larger, corpora, increasingly, sparse, continuing, performing, reduced, score, importance, retain, statistics, calculates, occurs, proportions, frequent, throughout, relatively, useless, cannot, specific, reliably, generalize, global, pennington, wordvec, vice, versa, consider, co, scalar, product, equal, logarithm, relationship, equation, xij, bias, output, value, rarely, infrequently, buried, frequently, occurring, heavily, residual, errors, function, expanded, introduces, limit, beyond, maximum, nlp, stanford, edu, discussed, neither, nor, latter, lie, closest, hyperplane, positive, focuses, optimal, assume, independent, distinction, checks, severely, longer, account, appearance, oldest, artificial, online, trained, incrementally, offline, correct, retained, incorrect, aggressively, satisfies, loss, difference, regularisation, parameter, penalty, improvement, ordinary, classes, minimizing, rate, former, subset, chooses, selects, majority, comparison, argument, maxima, argmax, confidence, allows, consideration, higher, inspired, neurons, brain, basic, generally, layers, multiplied, calculation, produce, discrete, label, smallest, predicted, actual, shift, reached, lowest, popularized, multiple, hidden, volume, power, modern, computers, growing, popularity, ability, traditional, multilayer, consisting, clark, categorize, emails, assigned, calculated, variance, stacking, stumps, treeboost, normally, image, kim, author, variations, consisted, randomly, initialized, billion, expected, outperform, file, view, surprised, observe, accurate, across, suggests, integral, component, type, sequence, nowak, classifying, sentiment, memory, bidirectional, gated, unit, grus, simpler, suited, combining, properties, zhou, designed, connected, multi, news, outperformed, achieved, promising, lai, concatenated, receives, analysed, structure, resembles, lstms, chinese, wikipedia, logistic, summed, deal, applies, remaining, answering, subsequently, creation, contractions, wont, respectively, punctuation, replacements, lemmatized, punctation, conversion, lowercase, below, standard, fully, dense, rectified, relu, activation, softmax, tokenised, passed, remarked, zip, dropout, adapted, modifications, hyperparameters, tokenized, tokenisation, introduced, prevent, dimensional, convolution, followed, max, pooling, flatten, limitations, biased, analysing, favour, received, fed, single, finally, complex, adaptation, stated, configuration, ended, omit, omitted, accepts, batches, obtained, mode, voted, conducted, technologies, control, response, libraries, environment, testing, scripts, written, python, programming, scikit, handling, matrices, arrays, manipulation, level, interface, implementing, source, framework, visualizations, executed, intel, core, ghz, tesla, accelerators, pcie, servers, callbacks, keras, series, tensorboard, collects, metrics, event, log, graphical, display, browser, modelcheckpoint, monitors, epoch, validation, overtraining, reducelronplateau, decreasing, stable, numpy, pandas, pydata, io, tensorflow, matplotlib, seaborn