Found and verified text8.zip
Words in file 17005207
Initialized embeddings
(200000, 128)
Initialized
Average loss at step 0: 9.255837
Nearest to by: chickpea, device, filming, compound, homebase, stergiopoulos, jahrb, durante,
Nearest to people: alexandrov, cherno, slipper, phaenomenologica, getaway, kiskil, lushan, ajiva,
Nearest to four: karachaganak, kirsan, utility, ngen, mucel, arguers, stilpo, kirundo,
Nearest to can: tylos, berdan, gnd, trollish, aumeier, brilliants, specte, lorenzattractor,
Nearest to d: pk, enumerate, surr, valkyries, succoth, vakatakas, onesicritus, mirv,
Nearest to been: burgundes, mudhol, chene, schemer, fiurenzu, lavey, tarcher, pastries,
Nearest to so: hydrocactus, perata, mora, cursing, dkos, lookalikes, diaphragmic, langland,
Nearest to while: halite, butkus, zapp, chdir, mascott, inbox, toolchain, grunt,
Nearest to seven: sprengel, leavelle, pertain, improvisers, sportbund, friable, ionization, backlighting,
Nearest to were: skvirsky, cushioned, lantern, computationally, seychellois, voluntaryism, oleo, yuba,
Nearest to UNK: father, webspace, leva, cased, atropat, caldara, ussy, ipsilateral,
Nearest to system: socoh, vardy, caimans, phumi, mikel, oilgate, biogenic, prescence,
Nearest to have: gelling, andechs, oliwa, kielten, hits, pepelu, vaishali, homebush,
Nearest to see: jestem, earnest, edonkey, negreiros, stiggs, roundway, muqtana, vulcain,
Nearest to after: gonzo, snorra, reservoirs, udalski, hatounian, hasidim, kocher, gedara,
Nearest to five: ciliophora, lateline, bonaj, square, circumvent, elapsed, harrigan, patission,
Average loss at step 2000: 4.520401
Average loss at step 4000: 3.777777
Average loss at step 6000: 3.549556
Average loss at step 8000: 3.378672
Average loss at step 10000: 3.282246
Nearest to by: dragut, with, cooeeing, for, caveats, from, quadrivium, adn,
Nearest to people: years, kiskil, crouched, furies, disobey, cordoning, getaway, ideas,
Nearest to four: six, eight, seven, five, three, nine, zero, two,
Nearest to can: may, would, could, will, should, must, to, makrani,
Nearest to d: b, anuran, waive, biometrical, pelee, rula, biopreparat, aerarium,
Nearest to been: schemer, be, stejneger, developed, sepia, lavey, info, wyche,
Nearest to so: hydrocactus, dkos, ljungby, mora, langland, hortons, cleomedes, hrithik,
Nearest to while: jasta, thielmann, mascott, for, judiciously, baffin, yevsektsiya, ariadne,
Nearest to seven: eight, six, nine, four, five, three, zero, two,
Nearest to were: are, was, have, had, brinsley, ditko, astyanax, tenchian,
Nearest to UNK: webspace, leva, cased, atropat, caldara, ussy, ipsilateral, chey,
Nearest to system: titanomachy, vardy, ogopogo, caimans, mikel, hlfic, dummar, radiological,
Nearest to have: had, has, were, be, are, creature, vaishali, blacklight,
Nearest to see: aos, nanotubes, sedates, premade, zezuru, heer, kindergartens, palmiest,
Nearest to after: brustein, wiwaxia, from, typographies, snorra, when, hodierna, rossman,
Nearest to five: four, six, three, seven, eight, nine, zero, two,
Average loss at step 12000: 3.286572
Average loss at step 14000: 3.238507
Average loss at step 16000: 3.256216
Average loss at step 18000: 3.187976
Average loss at step 20000: 3.039966
Nearest to by: dragut, hpcc, farago, was, hundertwasserhaus, durey, chickpea, spectroscopic,
Nearest to people: ideas, furies, crouched, rideau, caradon, correcting, getaway, grignard,
Nearest to four: six, three, eight, five, seven, two, nine, zero,
Nearest to can: may, would, will, could, must, should, might, cannot,
Nearest to d: b, anuran, waive, pelee, terni, neurodevelopmental, peterzano, semantically,
Nearest to been: schemer, be, become, was, polytopes, were, bristow, stejneger,
Nearest to so: mla, libby, mora, ljungby, datadisk, lifecycle, fox, ishq,
Nearest to while: although, though, however, and, but, casamayor, including, ariadne,
Nearest to seven: eight, six, nine, five, three, four, two, zero,
Nearest to were: are, have, was, sarcocheilichthys, pamper, tenchian, ditko, being,
Nearest to UNK: webspace, leva, cased, atropat, caldara, ussy, ipsilateral, chey,
Nearest to system: systems, ngm, ely, vardy, strolled, suttee, stratocaster, aramean,
Nearest to have: has, had, were, are, be, creature, include, fce,
Nearest to see: sedates, belemnite, heer, comunali, but, kindergartens, praesidentiae, palmiest,
Nearest to after: before, when, wiwaxia, snorra, brustein, until, usurer, abdank,
Nearest to five: six, eight, seven, three, four, nine, two, zero,
Average loss at step 22000: 3.114988
Average loss at step 24000: 3.071707
Average loss at step 26000: 3.043790
Average loss at step 28000: 3.051388
Average loss at step 30000: 3.025266
Nearest to by: durey, exitu, dragut, verein, through, sarit, zmrzl, sagal,
Nearest to people: men, children, alcindor, ideas, crouched, codeworks, macheth, furies,
Nearest to four: five, six, eight, seven, nine, three, two, zero,
Nearest to can: may, could, would, will, must, should, might, cannot,
Nearest to d: b, pelee, anuran, waive, neurodevelopmental, ertzaintza, c, yachtsmen,
Nearest to been: be, become, schemer, polytopes, were, was, homse, already,
Nearest to so: mla, gerund, antoinette, datadisk, less, filmmakers, veel, hinting,
Nearest to while: when, although, though, after, however, before, kefauver, coudreau,
Nearest to seven: eight, six, nine, four, five, three, zero, two,
Nearest to were: are, was, have, had, been, astyanax, narain, informative,
Nearest to UNK: webspace, leva, cased, atropat, caldara, ussy, ipsilateral, chey,
Nearest to system: systems, situation, ely, titanomachy, stratocaster, strolled, iaw, coca,
Nearest to have: had, has, are, were, having, include, webexhibits, iditarod,
Nearest to see: but, references, kindergartens, burle, bouzouki, liberalize, sedates, called,
Nearest to after: before, when, during, until, while, saw, wiwaxia, within,
Nearest to five: four, six, three, eight, seven, nine, zero, two,
Average loss at step 32000: 2.846431
Average loss at step 34000: 2.979519
Average loss at step 36000: 2.965738
Average loss at step 38000: 2.957362
Average loss at step 40000: 2.976418
Nearest to by: when, songfic, through, farago, durey, from, using, in,
Nearest to people: men, children, women, alcindor, crouched, tft, systemizes, fasti,
Nearest to four: five, eight, seven, three, six, nine, two, zero,
Nearest to can: may, could, will, must, would, should, cannot, might,
Nearest to d: b, pelee, wikifiction, anuran, waive, fraction, ertzaintza, penzias,
Nearest to been: become, be, schemer, polytopes, was, maglev, already, were,
Nearest to so: gerund, mla, antoinette, filmmakers, mossadegh, if, sulfuric, veel,
Nearest to while: although, though, however, and, when, but, after, or,
Nearest to seven: eight, six, five, nine, four, three, zero, two,
Nearest to were: are, have, was, had, pamper, include, although, been,
Nearest to UNK: webspace, leva, cased, atropat, caldara, ussy, ipsilateral, chey,
Nearest to system: systems, device, strolled, situation, bouloustra, appell, axonal, process,
Nearest to have: had, has, were, include, are, having, be, webexhibits,
Nearest to see: references, but, include, sedates, posavac, burle, heer, noematic,
Nearest to after: before, when, during, while, despite, recognitio, through, if,
Nearest to five: four, six, seven, eight, three, nine, two, zero,
Average loss at step 42000: 2.965305
Average loss at step 44000: 2.986973
Average loss at step 46000: 2.911373
Average loss at step 48000: 2.869899
Average loss at step 50000: 2.858816
Nearest to by: without, using, through, paco, songfic, quadrivium, hpcc, during,
Nearest to people: men, children, women, players, those, individuals, alcindor, students,
Nearest to four: five, six, seven, eight, three, nine, two, zero,
Nearest to can: may, could, will, must, would, cannot, should, might,
Nearest to d: b, anuran, rula, biometrical, pelee, trevino, waive, catecholamines,
Nearest to been: become, be, schemer, polytopes, already, was, grown, maglev,
Nearest to so: mla, then, gerund, too, alleviating, sometimes, sulfuric, jeremia,
Nearest to while: although, though, when, however, but, after, before, if,
Nearest to seven: eight, six, nine, four, five, three, zero, two,
Nearest to were: are, have, had, was, although, include, been, tonio,
Nearest to UNK: webspace, leva, cased, caldara, atropat, ussy, ipsilateral, chey,
Nearest to system: systems, situation, process, bidinotto, titanomachy, smollett, device, crisscrossed,
Nearest to have: had, has, were, include, having, are, be, provide,
Nearest to see: include, references, moammar, but, includes, posavac, laetitia, can,
Nearest to after: before, when, during, despite, without, until, while, ralegh,
Nearest to five: four, six, seven, three, eight, nine, zero, two,
Average loss at step 52000: 2.907825
Average loss at step 54000: 2.880096
Average loss at step 56000: 2.857745
Average loss at step 58000: 2.757673
Average loss at step 60000: 2.841038
Nearest to by: songfic, tacs, zmrzl, disuade, hpcc, ishshan, gansz, verein,
Nearest to people: men, children, women, players, individuals, sherkin, those, pendantes,
Nearest to four: five, seven, six, eight, three, nine, two, zero,
Nearest to can: could, may, will, would, must, should, might, cannot,
Nearest to d: b, ertzaintza, brahmins, maxima, plagued, yachtsmen, supercpu, pelee,
Nearest to been: become, be, polytopes, schemer, grown, already, mmixmasters, amidock,
Nearest to so: mla, too, gerund, dut, sometimes, antoinette, thus, sulfuric,
Nearest to while: although, though, when, however, before, after, csarevich, are,
Nearest to seven: eight, six, five, nine, four, three, zero, two,
Nearest to were: are, have, had, was, pamper, be, although, arubans,
Nearest to UNK: webspace, leva, cased, caldara, atropat, ussy, ipsilateral, chey,
Nearest to system: systems, process, device, situation, crisscrossed, macnelly, rebalances, strolled,
Nearest to have: had, has, having, were, provide, include, are, be,
Nearest to see: references, include, includes, but, siddons, integralist, moammar, winnetou,
Nearest to after: before, when, during, despite, without, ralegh, while, within,
Nearest to five: four, seven, six, eight, three, nine, zero, two,
Average loss at step 62000: 2.853227
Average loss at step 64000: 2.795200
Average loss at step 66000: 2.759334
Average loss at step 68000: 2.724250
Average loss at step 70000: 2.846458
Nearest to by: durey, without, industrialists, caveats, disuade, paco, zmrzl, songfic,
Nearest to people: women, men, children, players, authors, individuals, words, those,
Nearest to four: three, five, seven, six, eight, two, nine, zero,
Nearest to can: could, will, must, may, would, should, might, cannot,
Nearest to d: b, brahmins, pumi, dmort, biometrical, biopreparat, bickler, wights,
Nearest to been: become, be, already, were, schemer, grown, was, eschnapur,
Nearest to so: mla, too, sometimes, gerund, antoinette, very, mathematik, prevalance,
Nearest to while: although, when, though, before, however, after, during, but,
Nearest to seven: five, eight, six, nine, three, four, zero, two,
Nearest to were: are, have, was, including, had, pamper, include, been,
Nearest to UNK: tautomer, cased, laxmanniaceae, caldara, lavaur, girdler, cedille, ussy,
Nearest to system: systems, process, device, macnelly, project, strolled, archein, crisscrossed,
Nearest to have: had, has, include, are, were, having, provide, be,
Nearest to see: references, includes, kindergartens, include, moammar, integralist, handhelds, rapida,
Nearest to after: before, during, when, despite, while, without, if, from,
Nearest to five: six, seven, eight, four, nine, three, zero, two,
Average loss at step 72000: 2.800327
Average loss at step 74000: 2.632470
Average loss at step 76000: 2.805637
Average loss at step 78000: 2.834397
Average loss at step 80000: 2.784232
Nearest to by: without, using, during, hpcc, durey, tacs, reexported, gansz,
Nearest to people: children, women, men, individuals, jews, scholars, authors, persons,
Nearest to four: five, seven, three, six, eight, nine, two, zero,
Nearest to can: could, must, may, will, would, should, might, cannot,
Nearest to d: b, yachtsmen, pelee, swindlers, denotational, maxima, moreever, brahmins,
Nearest to been: become, be, schemer, polytopes, was, grown, malophoros, already,
Nearest to so: too, mla, sometimes, alexi, very, varnishes, franchot, gerund,
Nearest to while: although, though, when, before, after, where, however, csarevich,
Nearest to seven: six, eight, five, nine, four, three, two, zero,
Nearest to were: are, have, was, had, including, those, include, vai,
Nearest to UNK: vallens, lect, handwraps, hissariik, centralising, ovate, millefiori, fleming,
Nearest to system: systems, process, device, macnelly, archein, situation, crisscrossed, waserfl,
Nearest to have: had, has, include, were, are, refer, provide, produce,
Nearest to see: include, includes, references, integralist, but, kindergartens, laetitia, vialli,
Nearest to after: before, during, despite, when, without, while, ralegh, contempl,
Nearest to five: six, seven, eight, four, three, nine, two, zero,
Average loss at step 82000: 2.659964
Average loss at step 84000: 2.757100
Average loss at step 86000: 2.728796
Average loss at step 88000: 2.746146
Average loss at step 90000: 2.727805
Nearest to by: through, using, including, sarit, zmrzl, durey, maliki, gaillard,
Nearest to people: women, men, children, individuals, players, authors, users, jews,
Nearest to four: six, five, eight, seven, three, nine, two, zero,
Nearest to can: could, would, must, should, will, might, may, cannot,
Nearest to d: b, pelee, yachtsmen, brahmins, swindlers, ceramicists, legio, denotational,
Nearest to been: become, be, were, schemer, grown, polytopes, undergone, mmixmasters,
Nearest to so: too, mla, antoinette, sometimes, gerund, zeners, alleviating, felsite,
Nearest to while: although, though, when, before, including, csarevich, but, however,
Nearest to seven: eight, six, nine, five, four, three, zero, two,
Nearest to were: are, have, had, those, was, been, although, arubans,
Nearest to UNK: amanah, l, te, catalan, shikar, darlene, caesius, san,
Nearest to system: systems, process, macnelly, archein, device, chonas, bidinotto, donors,
Nearest to have: had, has, are, were, include, having, provide, be,
Nearest to see: include, includes, laetitia, but, references, integralist, kindergartens, external,
Nearest to after: before, during, despite, when, without, ralegh, wiwaxia, recognitio,
Nearest to five: four, six, seven, eight, three, nine, zero, two,
Average loss at step 92000: 2.662648
Average loss at step 94000: 2.718229
Average loss at step 96000: 2.693342
Average loss at step 98000: 2.368214
Average loss at step 100000: 2.399122
Nearest to by: through, without, with, from, zmrzl, durey, industrialists, when,
Nearest to people: men, women, children, individuals, authors, persons, citizens, players,
Nearest to four: six, five, seven, three, eight, nine, zero, two,
Nearest to can: could, must, might, will, cannot, should, would, may,
Nearest to d: b, posies, rula, dmort, kretschmer, anuran, lactis, blaisdell,
Nearest to been: become, be, already, were, schemer, undergone, remained, grown,
Nearest to so: too, mla, then, sometimes, therefore, very, felsite, thus,
Nearest to while: although, when, though, before, after, but, however, where,
Nearest to seven: eight, six, four, five, nine, three, zero, two,
Nearest to were: are, was, have, include, had, been, be, is,
Nearest to UNK: hicom, classic, tejaswini, catalan, inadequate, keesville, escudos, usud,
Nearest to system: systems, process, device, macnelly, archein, chonas, bidinotto, crisscrossed,
Nearest to have: had, has, include, having, refer, are, were, contain,
Nearest to see: include, laetitia, includes, references, prays, vinca, inoxia, called,
Nearest to after: before, when, without, despite, during, while, ralegh, for,
Nearest to five: six, four, seven, eight, three, nine, zero, two,