Difficult words by Spache (1110)

introductionit, decade, translation, widely, used, tool, range, translating, manuals, professional, texts, create, parallel, training, data, itself, reasons, advance, firstly, amount, increased, languages, level, sufcient, usable, systems, sources, example, opensubtitles, lison, tiedemann, european, parliament, koehn, secondly, increase, computational, power, allowed, articial, neural, networks, shown, produce, results, superior, statistical, provided, google, translate, migrated, synonymous, eld, rapidly, evolving, aspects, improved, domain, effect, quality, driven, depend, typical, scenario, single, bahdanau, et, al, thus, models, commonly, trained, mixture, later, ne, tune, specic, luong, manning, tuning, main, shortcomings, availability, avoid, overtting, degraded, performance, latter, multiple, individual, thesis, treat, distinct, english, estonian, news, viewing, rst, test, multilingual, approaches, johnson, stling, bilingual, multi, setting, outperform, conducted, experiments, however, known, input, segment, unknown, web, cope, variety, mix, crawled, corpora, naturally, constitute, highly, heterogeneous, subtitles, wikipedia, articles, address, knowledge, issues, replacing, automatically, derived, cluster, sentences, applied, classify, belonging, information, finally, initial, intra, aim, explore, possibility, style, adaptation, available, task, exploit, zero, learning, feature, following, related, reviewed, section, methodology, clustering, presented, described, discussed, concluding, backgroundin, descriptions, relevant, methods, denitions, given, grouped, vector, representations, corpus, mainly, types, monolingual, set, aligned, usually, concentrates, movie, europarl, degrees, cleanness, non, resource, extended, process, backtranslation, target, generate, correct, backtranslated, noisy, thoroughly, cleaned, using, info, backtranslate, aparallel, corpusis, consists, meaning, languagel, contain, etc, depending, extracted, whether, tomany, arecomparable, comparable, similar, content, genre, topic, embeddingan, embedding, mapping, discrete, objects, dimensional, include, dimension, values, typically, deeper, overall, patterns, location, property, advantage, dense, dene, natural, functions, serve, output, evaluate, similarity, euclidean, nearest, sequence, classication, fasttext, library, allows, classiers, bojanowski, joulin, considers, subword, units, unlike, smallest, composed, overlapping, gram, characters, [pla, plant], [plant, lant, ant], default, accurate, hierarchical, structure, categories, decreases, complexity, linear, logarithmic, respect, classes, huffman, coding, algorithm, account, imbalanced, produced, summing, generated, pagliardini, numerical, similarly, unsupervised, version, simultaneously, composition, state, art, benchmark, excellent, manner, derive, byte, encoding, shibata, compression, technique, replaces, iteratively, frequent, unused, aaabdaaabacbecomesz, abdz, abacwith, replacement, ofaa, adaption, segmentation, sennrich, merging, joined, adapted, vocabulary, initialized, represented, symbol, added, counted, replaced, plus, operations, joint, learned, jointly, undertting, overtted, tted, loses, ability, generalise, caused, detail, precisely, negative, impact, reson, exists, generally, called, underttedmodel, general, modelling, easier, causes, datasets, characteristics, neither, kmeans, simple, total, minimize, objective, determines, goodness, average, squared, center, centroids, placed, space, assigned, closest, positions, recalculated, based, previous, repeated, longer, separates, considered, optimal, automatic, tt, distributed, stochastic, visualization, van, der, maaten, hinton, highdimensional, datapoints, purposes, tmapping, projections, indicates, probability, achieved, stages, constructs, distribution, higher, being, picked, dissimilar, further, separated, probabilistic, mechanism, crowding, benets, capable, revealing, global, retaining, local, various, metrics, examine, differences, component, recurrent, rnns, sequential, element, dependent, computations, gure, unrolled, taken, http, www, wildml, com, tutorial, tis, corresponding, hidden, memory, stis, calculated, current, predicting, across, shares, parameters, reduce, greatly, compared, regular, lstms, grus, term, hochreiter, schmidhuber, layers, referred, standard, cell, serves, remembering, processed, intervals, regulators, hence, denotation, describing, suited, predict, series, lags, duration, events, gated, cho, control, ow, reset, update, reading, generating, fewer, faster, perform, lightweight, architecture, directly, requires, pipeline, encoder, decoder, entity, interestingly, encode, decode, within, modeling, finnish, russian, appropriate, distinction, tags, score, papineni, evaluating, popular, popularity, due, correlation, human, judgement, speed, independence, inexpensive, evaluator, designed, scoring, reference, identical, rarely, achieve, exp, nlog, ifc, rc, wherew, nin, meansn, weight, pnmeans, precision, nmeans, maximumn, gramlength, andbpmeans, brevity, penalty, parametersn, ni, uniform, lengths, calculation, wherecis, candidate, andrthe, shorter, modications, principle, transfer, reused, basis, original, usage, widespread, especially, image, processing, drastically, cost, pure, sharing, descirbed, describe, integral, baseline, compare, tuned, via, continued, degrades, parametrized, additional, politeness, included, goal, kobus, specifying, although, overlap, pre, specied, identication, modest, improvements, greater, britz, chen, custom, cannot, easily, integrated, modern, transformer, vaswani, whereas, tagging, compatible, additionally, limit, assignment, treating, lingual, resulting, inspired, cross, mentioned, applicable, absent, propose, extend, existing, substituting, dened, tagthe, appending, token, beginning, required, improves, involved, adapt, instance, doin, __opensubs, independent, scaling, simply, adding, assign, identify, implicitly, shared, modeled, forces, generalize, boundaries, observed, underlying, abundant, mixed, signicantly, expect, useful, traditional, likely, tting, harming, maintaining, furthermore, expected, stronger, continuous, authors, ending, predictive, distributionp, tj, implement, nematus, having, alleviates, sparse, smaller, moreover, bypass, te, aforementioned, annotation, apply, supervised, involves, assigning, roughly, certainty, problematic, misleading, tagged, classied, dev, unupervised, split, calculate, label, nd, efciently, potentially, homogenous, hypothetically, delimiting, potential, thatit, assume, prior, rely, faulty, enables, combination, portuguese, spanish, reasonable, phenomenon, _medicine, _medicineande, _news, _newscould, simplify, scientic, readable, wider, audiences, user, experience, applications, chatbots, adapting, client, transferringe, _generaltoe, _manchester, universal, direct, __toetopensubs, kuidas, sul, lheb, __toenopensubs, opensubs, __toeneuroparl, enopensubs, eneuroparl, future, research, domainsin, consisting, collection, randomly, chosen, tok, wiki, millions, mining, extremely, view, links, extract, attached, traditionally, extraction, meaningful, dumps, wikiextractor, preserves, paragraphs, separately, org, github, attardi, extracting, solution, detect, thousand, leaves, form, stefanescu, toolkit, pinnis, skadin, maintain, origin, possible, creation, grade, purity, translated, ltered, rikters, fishel, threshold, technical, preprocessing, limiting, entries, acquired, mostly, corresponds, linguistic, intuition, intact, medium, frequency, compound, stems, numeric, implemented, batch, thebaselineexperiment, modelon, thetunedapproach, thebaselinemodel, suitable, displayed, eu, op, wi, columns, bold, lower, behaviour, egray, showed, started, deteriorate, corp, base, significance, feat, baselinetranslation, performed, comparability, iterations, equal, forbaseline, ofbaselineis, tunedis, tagis, prepended, featis, signicance, tagandfeat, respectively, baselinemodel, really, counterpart, exceeding, strongly, bothtagandfeatoutperformbaselinefor, betweentagandfeatalso, closer, essentially, par, rather, improvedet, entranslation, removing, repetition, intagandrefcompared, tobase, thefeattranslation, ofrefthan, oftag, bothtagandfeatlike, missing, adverbs, rare, pertinent, oftunedis, omitted, comparison, circumstantial, scale, src, vastuseid, saab, muidugi, olla, ainult, lpetada, kohe, igasugused, lbirkimised, rgiga, ref, response, immediately, cease, negotiations, rendering, unusable, overcome, conduct, ignore, prespecied, generic, diverse, sub, detecting, homogeneous, mined, annotated, receive, logical, decided, hierarchy, tokenized, rstly, splitting, ltering, check, sweep, diverge, choose, earlier, nclust, option, showing, making, viable, choice, nal, modelunsupervised, giving, indication, intuitively, super, pbase, psup, ve, slightly, obtaining, labelled, effort, chained, lack, thatpreviously, viewed, clustered, hinging, outperformed, action, restructure, addition, hypothesis, predened, arede, factoseveral, actually, tonclusters, previously, nally, obtained, unsup, unsupis, tagandunsup, worse, thantunedandtagfor, tagfor, provide, considerable, alternative, less, homogeneity, relations, validate, hypotheses, question, differ, placements, dot, according, accordingly, examined, coloring, extensive, disperse, surpass, separation, coloured, precise, display, prominently, existent, visible, descriptive, originating, predefined, align, parallelity, swtiched, largest, vice, versa, illustrated, plot, investigated, assessments, backtranlsated, variable, analysis, biggest, granularity, signicant, granularly, producing, granular, numbered, considering, vectorizing, visualised, axes, entirely, occasional, distinguishable, visual, inspection, fully, compact, larger, chipped, stratied, inappendix, appendix, looking, divided, taking, consideration, seriously, neurotlge, service, tars, specically, nazgul, documentation, onhttps, tartunlp, piechart, proportions, adaptationin, transform, en_manchester, en_formal, preceding, false, prone, remained, indicated, observe, sample, omission, transition, didn, occurances, to_os, to_eu, to_wi, okay, formal, acceptable, substitution, errors, deletion, dwight, cuz, sciatica, symptom, smptom, kirjeldab, delete, occurs, prole, intended, outcome, accurately, describestokirjeldab, extent, experimental, alleviated, representative, probable, conclusions, explained, neglected, negate, support, effectively, represent, concatenating, timestep, basically, equally, throughout, prepending, net, weaker, sake, simplicity, prove, production, expand, possibly, substitute, certainly, detection, clear, ensure, incorporate, fortify, noted, detected, promising, explored, evidence, deterioration, comprehensive, interesting, persists, deserve, looked, deeply, treated, nominal, estimation, acknowledgements, supported, council, grant, studyitin, ee