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Flawed Algorithms Are Grading Millions of Students’ Essays

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Re: Flawed Algorithms Are Grading Millions of Students’ Essays

#221

Earlier quoted context omitted.

Wow this is pretty shocking. I can understand using automated systems for something like math problems, it makes sense. There’s (usually) one right answer. But essays? This should be banned.

I have often solved many hard math problems with very unconventional solutions (eg geometrical proof for algebraic problems). Trust me, a piece of software is decades away from being able to accurately determine the future of children and massively impact their self esteem / trust in society.

"Fast, good, cheap"

The state chose fast and cheap. Well, its cheaper than more teachers.

Re: Flawed Algorithms Are Grading Millions of Students’ Essays

#223
post #183

Earlier quoted context omitted.

Frankly, I can't believe what I am reading. The idea that some "AI" grades essays automatically is idiotic and has nothing to do with education. Where is the place for discussions? Where is the place for ideas confrontation? Where is the place for writing style development? How this AI is supposed to grade things like repetitions (that can be either good rhetorical tool or a mistake, depending on context), etc? Who t…

My guess is that soon or later people will learn how to game that AI. Already been done. http://lesperelman.com/writing-assessment-robo-grading/babel... Here's a sample essay that is complete nonsense and got a perfect score on the GRE. http://lesperelman.com/wp-content/uploads/2015/12/6-6_ScoreI...

Wow - should have been marked for improper use of : though :-)

Re: Flawed Algorithms Are Grading Millions of Students’ Essays

#224

Earlier quoted context omitted.

When I was a child I was obsessed with the "grade level" function in Microsoft Word. It was a preference you could enable on spell check to tell you the "grade level" of your writing. Every essay I wrote, I'd always force myself to reach the max "12.0" grade level. While writing I'd struggle over word choice, sentence structure, rearranging paragraphs, working on my tone etc, all in pursuit of the 12th grade way to p…

It's interesting that the tool (and system) is designed to aid people trying for the opposite result, i.e. for publicists and other authors striving to word their message to be as widely understood as possible.

Exactly I am doing this as part of some work I am doing with some content changes we are experimenting with on a major brands site.

Re: Flawed Algorithms Are Grading Millions of Students’ Essays

#225

Earlier quoted context omitted.

Wait 'til you see a kid in tears because the math answer they submitted was supposed to equal zero, but the algorithms behind the scenes are so bad that the float math failed the equality check. Note: This is not hyperbole, I have seen this exact scenario more than once. There may be a place for a well-designed one, but if it exists, I've never seen it.

I know this is just my experience but I can confirm the automated math scoring system I was using in a large US university in 2012 had bugs where many times I would enter a complex solution with fractions and it would tell me I was wrong and the correct response was some other form of the same equivalent fraction... Talk about frustrating after pouring over a question for 10 minutes.

what was the allowed form of the fraction? a ratio of literal integers, or also including irrationals? variables? did the scoring system need to know formulas? as in (2/3)v =?= (2/3) omega*r ?

if only the last one is not required of the scoring system, then it's been available for ages, and its just a really poor implementation. That's not programming but plumbing data-pipes.

Re: Flawed Algorithms Are Grading Millions of Students’ Essays

#226
post #133

> Utah has been using AI as the primary scorer on its standardized tests for several years. “It was a major cost to our state to hand score, in addition to very time consuming,” said Cydnee Carter, the state’s assessment development coordinator. The automated process also allowed the state to give immediate feedback to students and teachers, she said. Yes, education takes time and costs money. Yes, not educating is b…

I went to high school in Utah, long before this automated scoring. It sounds awful but considering the quality of the education I received there perhaps not that bad after all. My best Utah education anecdote - In the first day of British literature class the teacher came in and asked "Does anyone here know what A.D means?" someone said After Death - she said no. I figured this was my time to shine so I raised my eag…

How is this relevant in a Lit class - presumably you hid the fact you where a Catholic / Anglican from her.

Re: Flawed Algorithms Are Grading Millions of Students’ Essays

#227
post #133

> Utah has been using AI as the primary scorer on its standardized tests for several years. “It was a major cost to our state to hand score, in addition to very time consuming,” said Cydnee Carter, the state’s assessment development coordinator. The automated process also allowed the state to give immediate feedback to students and teachers, she said. Yes, education takes time and costs money. Yes, not educating is b…

You have automated systems that rate essays without any human actually reading them? Kids, forget everything you know because crime does indeed pay off. Best grades will be reserved for those that try to cheat this system however it is implemented. Botting your essays is the way to go in the 21st century.

Given that the stack ranking at your future job will also be done by an "AI" (probably developed by the same company that graded you tests) this is a very useful skill to have.

Re: Flawed Algorithms Are Grading Millions of Students’ Essays

#228
post #61

Any state that relies on the AI as the primary grader does not understand the current state of AI. It would make sense to use the AI as a first pass, and then not randomly grade the essays with a human, but specifically choose all the essays that are on the cusp of the pass fail line. Then use all those human generated scores to update the model, especially if someone moves from pass to fail or fail to pass. Then may…

But I bet the company took the decision makers to a really nice restaurant nudge nudge

Re: Flawed Algorithms Are Grading Millions of Students’ Essays

#229
post #133

> Utah has been using AI as the primary scorer on its standardized tests for several years. “It was a major cost to our state to hand score, in addition to very time consuming,” said Cydnee Carter, the state’s assessment development coordinator. The automated process also allowed the state to give immediate feedback to students and teachers, she said. Yes, education takes time and costs money. Yes, not educating is b…

Wow this is pretty shocking. I can understand using automated systems for something like math problems, it makes sense. There’s (usually) one right answer. But essays? This should be banned.

It is important for the teacher to see where part of the class took the wrong turn, where the students' understanding ended. It is important to distinguish between careless errors, wrong memorizing of a formula and lack of understanding.

Re: Flawed Algorithms Are Grading Millions of Students’ Essays

#230

Earlier quoted context omitted.

I went to high school in Utah, long before this automated scoring. It sounds awful but considering the quality of the education I received there perhaps not that bad after all. My best Utah education anecdote - In the first day of British literature class the teacher came in and asked "Does anyone here know what A.D means?" someone said After Death - she said no. I figured this was my time to shine so I raised my eag…

How is this relevant in a Lit class - presumably you hid the fact you where a Catholic / Anglican from her.

I don't know the relevance, I guess she just felt enthused about sharing some of her learning with us impressionable minds.
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