Poll: Can you identify differences between human and machine translations?
Autor vlákna: ProZ.com Staff
ProZ.com Staff
ProZ.com Staff
PRACOVNÍK SERVERU
Jan 25, 2025

This forum topic is for the discussion of the poll question "Can you identify differences between human and machine translations?".

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Gennady Lapardin
Gennady Lapardin  Identity Verified
Ruská federace
Local time: 18:34
italština -> ruština
+ ...
Sometimes Jan 26, 2025

When people reply 'definitely', I'd like to know how exactly, based on which criteria, they sort out machine errors and human errors, repeat, sort out the errors only

neilmac
Christine Andersen
Stepan Konev
 
Johan Beyens (X)
Johan Beyens (X)
Belgie
Local time: 17:34
francouzština -> nizozemština
+ ...
compounds and pronouns Jan 26, 2025

At least in my language, Dutch, there are 2 dead giveaways:
- incorrectly translated compound words (incorrect insertion of spaces, incorrect morpheme sequence)
- pronouns not taking into account the grammatical gender of their referent


Robert Rietvelt
Ines Radionovas-Lagoutte, PhD
Maria Laura Curzi
Arjan van den Berg
 
Lingua 5B
Lingua 5B  Identity Verified
Bosna a Hercegovina
Local time: 17:34
angličtina -> francouzština
+ ...
Absolutely Jan 26, 2025

The kind of mistakes a machine makes could never be made by a human. Humans make different kinds of errors.

Ines Radionovas-Lagoutte, PhD
Maria Teresa Borges de Almeida
expressisverbis
Maria Laura Curzi
Siobhán Fulton
Daryo
Rita Translator
 
Zea_Mays
Zea_Mays  Identity Verified
Itálie
Local time: 17:34
angličtina -> němčina
+ ...
No answer possible - question is too vague Jan 26, 2025

What machine translations are meant? Of complete texts or of single sentences?
Based on my experience, the more the source text is complex and context sensitive, the more machine translations are recognisable as such.


expressisverbis
Maria Teresa Borges de Almeida
Alison Jenner
Daryo
 
Maria Teresa Borges de Almeida
Maria Teresa Borges de Almeida  Identity Verified
Portugalsko
Local time: 16:34
Člen (2007)
angličtina -> portugalština
+ ...
Most likely Jan 26, 2025

Portuguese grammar is a mine field, especially with regard to plurals, gender and verb conjugation…

expressisverbis
Maria Laura Curzi
 
Charlie Bavington
Charlie Bavington  Identity Verified
Local time: 16:34
francouzština -> angličtina
Not errors Jan 26, 2025

Gennady Lapardin wrote:

based on which criteria


I didn't reply "definitely", and it's not really a question of errors in the French-English material I've seen.
But MT always translates "plusieurs" as "several", when "more than one" or "a number of" is often better, and always "ainsi que" as "as well as" when often "and" is all that is needed.
However, I've seen humans who do the same.
There are other similar signs but those two always spring to mind.


 
expressisverbis
expressisverbis
Portugalsko
Local time: 16:34
angličtina -> portugalština
+ ...
Creativity Jan 26, 2025

I think the most blatant difference is the lack of creativity on the side's of machines.
It generally struggles with tasks that only humans can handle it: idiomatic expressions, tone and style, localisaton, transcreation, capacity to solve ambiguous terms/expressions in a given context.
However, there are also human translators who lack a lot of creativity.

[Edited at 2025-01-26 12:55 GMT]


Lisa Schuchardt
Carmen Valentin-Rodriguez
Maria Laura Curzi
Michele Fauble
Maria Teresa Borges de Almeida
Alison Jenner
Daryo
 
Maria Laura Curzi
Maria Laura Curzi  Identity Verified
Argentina
Local time: 12:34
angličtina -> španělština
+ ...
Spanish Jan 26, 2025

Gennady Lapardin wrote:

When people reply 'definitely', I'd like to know how exactly, based on which criteria, they sort out machine errors and human errors, repeat, sort out the errors only


In Spanish, it could be from flagrant inconsistencies:
* on gender,
* on plural of verb's conjugations,
* on dates/numbers format.

Also, on wrong verb tenses and wordiness.

And I won't start to tell about vocabulary/grammar that is not used in certain Spanish variants, and it's the *only* option machines use/have in their LLM database and most of the time makes no sense if the reader isn't born and raised in Spain.



[Edited at 2025-01-26 20:11 GMT]


expressisverbis
 
Zea_Mays
Zea_Mays  Identity Verified
Itálie
Local time: 17:34
angličtina -> němčina
+ ...
Example Jan 27, 2025

Have you ever used Google Translate integrated into Facebook? ...

 
Samuel Murray
Samuel Murray  Identity Verified
Nizozemsko
Local time: 17:34
Člen (2006)
angličtina -> afrikánština
+ ...
In Afrikaans Jan 27, 2025

1. Google Translate inserts an invisible control character in some sentences.
2. Unnatural compound nouns, e.g. studie + dokter = studiesdokter (no human would do that).
3. Dutch-style compound-S, e.g. Dutch adds compoung-S after an existing S, while Afrikaans never does that.
4. Illogical translations, e.g. if a list of items contains multiple items that have identical translations in Afrikaans, the machine translated list will contain two of the same words. (That said, I've s
... See more
1. Google Translate inserts an invisible control character in some sentences.
2. Unnatural compound nouns, e.g. studie + dokter = studiesdokter (no human would do that).
3. Dutch-style compound-S, e.g. Dutch adds compoung-S after an existing S, while Afrikaans never does that.
4. Illogical translations, e.g. if a list of items contains multiple items that have identical translations in Afrikaans, the machine translated list will contain two of the same words. (That said, I've seen some human translators actually do this!!)

From Afrikaans to English: companies are male in Afrikaans. "It was a pleasure working for him" (i.e. for the company).






[Edited at 2025-01-27 13:33 GMT]
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Maria Laura Curzi
 
Daryo
Daryo
Local time: 16:34
srbština -> angličtina
+ ...
The dead giveaway is when Jan 28, 2025

The dead giveaway is when on some 'localised' website you find individual words, (or occasionally groups of words) left simply untranslated by some MT software suffering from a bad case of 'indigestion'.

Especially ridiculous when in the middle of some garbled 'translation into Serbian' - in Cyrillic - you find a word in English, showing that someone's blind faith in MT (and/or penny pinching) went as far as inflicting an unredacted and unchecked MT output on what they expect to be
... See more
The dead giveaway is when on some 'localised' website you find individual words, (or occasionally groups of words) left simply untranslated by some MT software suffering from a bad case of 'indigestion'.

Especially ridiculous when in the middle of some garbled 'translation into Serbian' - in Cyrillic - you find a word in English, showing that someone's blind faith in MT (and/or penny pinching) went as far as inflicting an unredacted and unchecked MT output on what they expect to be their 'new market'.

Yeah sure, no better way to win friends, I mean new clients.

[Edited at 2025-01-28 23:12 GMT]
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Maria Laura Curzi
 
Maria Laura Curzi
Maria Laura Curzi  Identity Verified
Argentina
Local time: 12:34
angličtina -> španělština
+ ...
Spanish again Jan 29, 2025

Another common error easy to spot in AI MT is in the way adverbs ending in “ly” (manner adverbs in Spanish) are all translated in one monotonous way, using the “mente” suffix.

No creativity, no use of adverbial phrases, no metaphors.
Then, I have read some crazy new adverbs ending in “mente” that are also used together in groups of two or three like in a description, a funny way that I never heard in humans.


 


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Poll: Can you identify differences between human and machine translations?






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