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2. Spelling, print conventions and tokens

EModE had no fixed spelling until well into the 17th century. A writer could spell the same word three ways on one page, and printers padded or trimmed words to justify a line. The texts Mova reads today are almost all respelled: the 1769 KJV, JPS 1917 and the Gutenberg tales use modern spelling with a thin layer of old forms. This chapter lists both: the real EModE variation that a future corpus (Shakespeare quartos, EEBO) would bring, and the residue that is already in Mova's data, with what the tokenizer and tagger do with it.

2.1 Letters

FeatureEModE practiceExample (original print)ModernStatus in Mova's texts
u / vpositional: v at the start of a word, u inside, whatever the soundvnto, vp, haue, loue, euerunto, up, have, love, everabsent (respelled)
i / jj is a variant of i; capitals I for bothIesus, iudge, ioyJesus, judge, joyabsent
long ſſ everywhere except at the end of a wordſeede, bleſſedseed, blessedabsent; OCR may turn it into f (fhall for shall)
vv for win some fountsvvhichwhichabsent
thorn yþ written as y in abbreviationsye = the, yt = that, ym = themthe, that, themabsent in our texts, but it is the source of the mock-antique «Ye Olde» — not the pronoun ye
final -esilent -e added or dropped freelyshoppe, olde, sonne, runneshop, old, son, runrare
-ie / -yfreecitie, merrie, onelycity, merry, onlyrare
doubled consonantsfreeshippe, goddes, farreship, gods, farrare
-our, -restandard in British usehonour, neighbour, savourhonor, neighborpresent in JPS 1917: neighbour 51, savour 46, favour 33, honour 15, colour 12, labour 9 (2026-10-17)
-ize / -isebothboth in the tales
sh for ch/sold spellingsshew (show), sith (since), sithenceshow, sinceKJV shew 27, shewed 23; JPS 0 and 0 (modernised to show)
-'d, -t pastelided -ed, devoicinglov'd, blest, curst, stript, droptloved, blessed, cursedtales and verse; JPS writes -ed
-'st, -'dstelided 2nd personlov'st, may'st, could'st—tales: may'st refused at the gate (chapter 12)

Sources: Hejná & Walkden 2022, ch. 4 (orthography and the printing press); Yang & Eisenstein 2016, Fig. 1 («and drewe vnto hym all ryottours & wylde dysposed persones» → «and drew unto him all ryottours & wild disposed persons», a VARD normalization). Yang & Eisenstein report that VARD at a 50 % threshold rewrites 12 % of the PPCEME tokens (236 298 of 1 961 157) and that tagging the PPCEME with a Penn Treebank-trained tagger reaches only 74.2 % without normalization and 76.7 % with it (their Table 4); combining normalization and domain adaptation gives 79.1 %.

2.2 Spellings and word splits that are still in JPS 1917

Form in JPS 1917CountModernWhat it isMova's tokens (db)
to-morrow9tomorrowhyphen between preposition and nounto ADP + - PUNCT + morrow NOUN; morrow 22 tokens in all
to-day14todaysameto ADP/case + - + day NOUN; relation of day split 6 obl, 4 obl:unmarked
to-night1tonightsamesame
for ever67forevertwo words7 different analyses of ever in the db: ADV/advmod 16, ADV/obl 15, NOUN/obl 5, ADV/nmod 4, ADV/fixed 4, ADV/obl:unmarked 3, …
any thing33anythingtwo wordsDET + NOUN (obj 12, conj 10, nmod 6): consistent
every one45everyonetwo wordsDET + NOUN or NUM
every where2everywheretwo words—
no wise1in no way—
compounds with hyphenburnt-offering 148, meal-offering 100, first-born 62, peace-offerings 54, he-goat 41, maid-servant 17, man-servant 8, she-goat 5burnt offering, firstbornhyphenated compoundsplit at the hyphen; he in he-asses is ADJ in the db (jps:GEN:329)
LORD1 811the Tetragrammatonprinted in small capitals in JPS, all capitals in the digital textPROPN; lemma split: LORD 1 176, Lord 574, lord 36 (NOUN)
GOD8the Tetragrammaton after Adonai«O Lord GOD» (jps:GEN:378, GEN 15.2)PROPN
capitalised divine pronounsHe 287, My 177, His 141, Me 140, Thou 70, Thy 67, Him 47, Mine 28, Thee 25, Thine 10 (all after a lower-case word or punctuation, so not sentence-initial)—JPS capitalises pronouns that refer to Godthe SLM tags 114 of 1 155 capitalised pronoun tokens as PROPN (SLM now)
IN THE beginning1 per book opening—the first words of a book in capitalstagged normally
mightiest1mightesta transcription error in the digital source for mightest (DEU 4.35, jps:DEU:147; the same text has mightest at DEU 6.2)read as the superlative of mighty, made AUX by the parser and refused at the gate (AUX with lemma 'mighty') in rounds 5, 7 and 9

The LORD lemma split matters for the world of the text: one entity, three lemmas. The usual UD practice keeps the case of a proper noun's lemma as written (LORD). Chapter 13 proposes one lemma for all 1 811 tokens.

2.3 Quotation, punctuation and verse marks

2.4 Elision and contraction

EModE speech forms that appear in plays and in the tales (none in JPS 1917):

FormMeaningExampleTokenization advice
'tisit is«'Tis true»split 't + is (lemma it, be)
'twas, 'twere, 'twill, 'twouldit was / were / will / wouldsplit; 'twould was refused at the gate in round 121 as one AUX token
o'eroverone token, lemma over
e'er, ne'erever, neverone token
e'enevenone token, lemma even
i'in«i' the name of»one token, lemma in
o'of, on«o' clock», «o' the head»one token
th'the«th' expense»one token, lemma the
an't, and'tif it«an't please your majesty»split an (SCONJ, if) + 't
pritheeI pray theeone token, INTJ or VERB; lemma pray if analysed
thou'rt, thou'ltthou art, thou wiltsplit as 're/'ll are split in modern English
ha', wi', gi'have, with, givedialect in the talesone token

Abbott notes that metre drives many of these contractions in the plays (Abbott 1884, §459 on spelling, §460 on dropped prefixes, §461 «Other Contractions», §§462–466 on contraction that the spelling does not show). They are a tokenizer matter more than a grammar matter: a split that follows the modern contraction rules ('s, 'll, 're are separate tokens in UD English) keeps the EModE forms parseable.

2.5 Spelling variation in the tales

The 0.3 tales are 19th-century translations and retellings. They use modern spelling, but the dialogue keeps EModE and dialect forms on purpose:

2.6 What Mova's tokenizer and tagger do with spelling

CaseBehaviour (2026-10-17)Problem
modern spelling with -ourtagged normallynone
hyphenated to-morrow, to-daysplit in three; morrow NOUN, day NOUNthe temporal adverb is lost; to read as a preposition. Acceptable if annotated consistently; it is not (2.2)
for evertwo tokensseven different trees in the db
capitalised divine pronounsMe 46×, Thou 15×, Thy 27× tagged PROPN by the SLM (SLM now, aligned with the db)the capital letter is read as a name
LORDSLM: NOUN 774×, db: PROPNthe teacher fixes it, but lemmas differ
OCR f for ſnot in the corpuswould make fhall, fay unknown words
ye = thenot in the corpusa future EEBO text would need it; the pronoun ye and the article ye must not be merged

Normalization or not? Yang & Eisenstein (2016) show that spelling normalization alone helps a modern tagger by about 2.5 points on PPCEME, and that the combination with domain adaptation is best. For the texts Mova reads now, normalization is not the issue: their spelling is already modern. What breaks the parser is morphology and closed-class words (chapters 3–5), which normalization tools like VARD leave alone because thou, hath and shalt are correct words, not misspellings. If Mova ever reads unnormalized EModE (EEBO-TCP, the First Folio), a respelling layer before the tokenizer — a deterministic table plus the positional u/v and i/j rules — is the cheap first step; the lexicon of this manual is the second.

This page in Markdown → https://md.mova.elamur.ai/free/en/docs/languages/en-x-emode/02-spelling-and-tokens/