Mfabrik
Manchu Text Works

讀懂一頁滿文Read a page of Manchu.

M-fabrik 把滿文的識別查詞翻譯匯成一處工坊——爲奏摺、老檔與寫本里的每一行穆麟德轉寫,配上原形、詞義與譯文。brings Manchu recognition, lookup, and translation together in one workbench — pairing every line of Möllendorff transliteration from memorials, archives, and manuscripts with dictionary lemmas, glosses, and translations.

上傳一頁開始識別 →Upload a page to start recognizing → 先看滿文入門Read the Manchu primer first
Specimen · 雍正朝奏摺Yongzheng-era memorialMÖLLENDORFF
han i hese be gingguleme dahafi
han i hese be gingguleme dahafi
han khan · i 's · hese 敕諭edict · be [acc.] · gingguleme 恭敬地respectfully · dahafi 遵從obey/comply
譯文Translation · 欽遵(皇上聖旨) · Respectfully complying (with the imperial edict)

The Workbench

這個工坊有哪些工具?What tools does this workbench offer?

掃描頁進來,轉寫、查詞、譯文出去。三件工具各自能用,也能一鍵接力。Scanned pages go in; transliteration, lookups, and translations come out. Each tool works on its own, or chain them together in one click.

工序一Step 1 · RECOGNISE

OCROCR

上傳滿文頁圖或 PDF,得到整頁穆麟德轉寫。印刷、奏摺、行草皆可,多專家 Pareto 路由按難度擇優。Upload a Manchu page image or PDF to get a full-page Möllendorff transliteration. Print, memorials, and cursive script are all supported, with multi-expert Pareto routing picking the best model for each difficulty.

0.30%印刷頁級 CERprinted-page CER
上傳識別 →Upload & recognize →
工序二Step 2 · LOOK UP

滿語解析Query

逐詞形態切分、詞性標註、原形還原、六部詞典釋義;並支持中文/日文反查滿文(拼音摺疊、專名整體)。Word-by-word morphological segmentation, POS tagging, lemmatization, and glosses from six merged dictionaries; also supports reverse lookup from Chinese/Japanese to Manchu (pinyin folding, whole-unit proper nouns).

66,509詞典原形 · 六部合併dictionary lemmas · six dictionaries merged
查詞解析 →Look up & parse →
工序三Step 3 · TRANSLATE

滿 → 中 / 英Manchu → Chinese / English

詞典 RAG 錨定專名與固定搭配,把整段轉寫譯成中文與英文。實驗性,適合快速通讀。Dictionary RAG anchors proper nouns and fixed phrases, translating a whole passage of transliteration into Chinese and English. Experimental — good for a quick read-through.

滿·中·英Manchu·Chinese·English三語通讀trilingual reading
試譯一段 →Try a passage →

A Short Primer

滿文怎樣輸入/輸出?How is Manchu typed and displayed?

滿文是清代的國書,豎寫、自左向右換行,字母源自蒙古文;學界通用穆麟德(Möllendorff)羅馬轉寫來書寫與檢索。Manchu was the Qing dynasty's national script — written vertically, with lines running left to right, its letters descended from Mongolian. Scholars conventionally use Möllendorff Latin transliteration for writing and searching it.

豎寫 · Vertical

你在本站看到的 han i hese 這類拉丁串,就是滿文的穆麟德轉寫——一套一一對應滿文字母的羅馬化寫法。字母 ū 常寫作 v、š 寫作 x,方便鍵盤輸入與檢索。Latin strings like han i hese that you see on this site are Manchu's Möllendorff transliteration — a romanization system with a one-to-one correspondence to Manchu letters. The long vowel ū is often written as v, and š as x, for easier keyboard input and search.

滿文黏着:名詞有八個格(屬格 i、賓格 be、方位格 de…),動詞以 -mbi 收尾並層層加綴。滿語解析會把屈折詞形還原到原形並標出每一層。Manchu is agglutinative: nouns have eight cases (genitive i, accusative be, dative-locative de…), and verbs end in -mbi with layers of suffixes stacked on. Language Query lemmatizes inflected forms and labels every layer.

下面幾個詞,拆開看就是一行奏摺的骨架——把它們貼進滿語解析即可逐詞展開。The words below, taken apart, are the skeleton of a memorial's opening line — paste them into Language Query to expand each one word by word.

穆麟德轉寫Möllendorff Transliteration
詞義 · 語法Gloss · Grammar
han
名詞noun
汗、君主khan, ruler
i
格助詞case particle
…的…'s
屬格genitive
hese
名詞noun
敕諭、旨意edict, decree
gingguleme
→ ginggule-mbi
恭敬地respectfully
並列副動詞coordinative converb -me

Recognise

我該怎麼用 OCR 識別?How do I use OCR recognition?

三步:上傳一頁滿文,拿到整頁轉寫,再一鍵接力查詞或翻譯。印刷、奏摺、行草都收。Three steps: upload a Manchu page, get a full-page transliteration, then chain it into lookup or translation with one click. Print, memorials, and cursive script are all covered.

上傳 · 轉寫 · 接力Upload · Transcribe · Relay
上傳Upload

拖入頁圖或 PDFDrop in a page image or PDF

滿文頁掃描或 PDF 皆可;豎排原圖會自動去水印、調正、預處理。Scanned Manchu pages or PDFs both work; vertical original images are automatically de-watermarked, deskewed, and preprocessed.

轉寫Transcribe

整頁穆麟德轉寫Full-page Möllendorff transliteration

點「轉寫」,幾秒到一分鐘得到整頁拉丁轉寫,呈現一律全小寫。Click "Transcribe" and get a full-page Latin transliteration within seconds to a minute, always rendered in lowercase.

接力Relay

查詞 · 翻譯Look up · Translate

結果下方「逐詞解析」送進滿語解析,「翻譯」直接出中英譯文。Below the result, "Word-by-word parse" sends it to Language Query, and "Translate" produces Chinese and English translations directly.

輸入Input
一頁雍正朝滿文奏摺 · 豎排掃描原圖A page from a Yongzheng-era Manchu memorial · vertical scan
轉寫Transcription
han i hese be gingguleme dahafi niyalma be tucibume unggihe
解析+翻譯Parse + Translate
逐詞還原原形釋義 → 譯文:Word-by-word lemma glosses → Translation: 欽遵(皇上聖旨),派人前往。 · Respectfully complying (with the imperial edict), a person was dispatched.

Look up & Parse

滿語解析能做什麼?What can Language Query do?

滿文查中文、中文查滿文,雙向都行——從一整句,到一個詞,到術語與學術概念。Manchu-to-Chinese or Chinese-to-Manchu — both directions work, from a whole sentence down to a single word, terminology, and scholarly concepts.

滿 ⇄ 中 / 日Manchu ⇄ Chinese / Japanese
解釋一整句Explain a whole sentence

貼進一句滿文,逐詞給義Paste a Manchu sentence, get word-by-word glosses

輸入Input
han i hese be gingguleme dahafi
逐詞Words
han khan · i 's · hese 敕諭edict · be [acc.] · gingguleme 恭敬地respectfully · dahafi 遵從obey/comply
解析每個詞的完整詞型Parse each word's full morphology

屈折詞形,層層還原原形Inflected forms, lemmatized layer by layer

詞形Form
gingguleme
拆解Segmentation
ginggule-詞根root → ginggulembi〕+ -me並列副動詞coordinative converb
詞義Gloss
恭敬地(動詞「恭敬」的副動詞形)respectfully (converb form of the verb "to respect")
查術語的滿語原文Look up the Manchu original for a term

中文查滿文,還容錯別字Search Chinese to find Manchu, typo-tolerant

輸入Input
牛祿張京
命中Match
nirui janggin佐領 · 章京niru captain · janggin

正字是「牛祿京」——這裏把誤打成,拼音摺疊照樣幫你找到 nirui jangginThe correct form is "牛祿章京" (nirui janggin) — here 章 was mistyped as 張, and pinyin folding still finds nirui janggin for you.

查學術相關的滿文Look up Manchu for scholarly concepts

思想與制度概念也能反查Reverse-search ideas and institutional concepts too

Dao
doro 道、道理;禮儀way, principle; ritual · yoso 道德、體統morality, decorum
Fa
fafun 法度、律法statute, law · kooli 例、規則precedent, rule

六部詞典打底,道、法這類概念詞都能查到對應滿文原形,供治史與譯經取詞。Backed by six merged dictionaries, concept words like dao and fa can all be traced to their Manchu dictionary lemmas — useful for historical research and scriptural translation.

In Practice

可以拿它做什麼?What can you do with it?

不止讀一頁——把一整批文書喂進來,得到可檢索、可翻譯的滿文語料。More than reading a single page — feed in a whole batch of documents and get a searchable, translatable Manchu corpus.

典型用法 · A Corpus in One Pass

比如:批量處理五十份康熙朝奏摺For example: batch-processing fifty Kangxi-era memorials

把一函奏摺整批喂進來,逐頁 OCR、逐詞解析、成段翻譯,產出一份滿漢對照、可全文檢索的語料——原本要逐字啃的一函文書,一趟走完。Feed in a whole case of memorials at once — page-by-page OCR, word-by-word parsing, and passage-level translation produce a full-text-searchable Manchu-Chinese parallel corpus. A case of documents that once took character-by-character reading is now done in one pass.

50 頁掃描50 scanned pages 整頁轉寫Full-page transcription 逐詞還原Word-by-word lemmatization 中英譯文Chinese & English translation 對照語料Parallel corpus
看已這樣處理好的雍正朝 50 件奏摺 →See 50 Yongzheng-era memorials already processed this way →
建 / 擴滿文詞表與語料庫Build/expand Manchu wordlists and corpora
給寫本、老檔編字詞索引Index vocabulary for manuscripts and archives
治史 · 譯經取詞(道 / 法 這類概念詞)Historical research · scriptural-translation term lookup (concept words like dao/fa)
人名 / 官職滿漢對照考證Verify Manchu-Chinese equivalents of personal names / official titles

底氣所在:六部詞典合併 66,509 原形(滿漢大辭典 · 新滿漢 · 満漢和 · 語料 · 金啓孮人名);識別頁級 CER 印刷 0.30% · 奏摺 1.59% · 行草 4.83%,多專家 Pareto 路由按難度擇優。What backs it: six dictionaries merged into 66,509 lemmas (Comprehensive Manchu-Chinese Dictionary · New Manchu-Chinese · Manchu-Chinese-Japanese · corpus · Jin Qicong's personal-name dictionary); recognition page-level CER is 0.30% for print · 1.59% for memorials · 4.83% for cursive script, with multi-expert Pareto routing choosing the best model for each difficulty.

Paper

相關論文Related Paper

本工坊背後的方法論文——多專家路由如何在低資源下兼顧印刷、奏摺、行草三種書體。The methodology behind this workshop — how multi-expert routing balances print, memorial, and cursive Manchu under low-resource constraints.

Multi-Expert Routing for Multi-Domain Low-Resource OCR: A Manchu Case Study
Zhan Chen · Jiqiao Ma · Chih-wen Kuo  ·  2026
arXiv:2607.14041 →