this post was submitted on 11 Jun 2024
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Philosophy

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[–] tributarium@lemmy.world 6 points 6 months ago

Oh hey, I saw something by accident that I can contribute here: https://www.youtube.com/watch?v=KWKQIqzotLQ

It's a video response from Chomsky's current collaborators telling off these journalists for announcing a private health matter to the public & making it harder for Chomsky & his family & emphasising that even now into his 90s he is doing cutting-edge much-discussed intellectual work and that is the real news.

[–] circuitfarmer@lemmy.sdf.org 5 points 6 months ago (1 children)

I am a professional academic linguist, and make no mistake, whether you are a Chomskyan or a Functionalist, Papa Noam (as we used to call him in grad school) is one of the most important figures in the field for the last 100 years. Perhaps the most important. I wish him well and will be sad when he eventually passes.

That's to say nothing of his political endeavors.

[–] pineapplelover@lemm.ee 0 points 6 months ago (1 children)

If I may ask, what do you do as a professional academic linguist? Sounds like a interesting and niche field.

[–] circuitfarmer@lemmy.sdf.org 2 points 6 months ago (2 children)

The more common definition of "linguist" is effectively "translator", i.e. someone who is a native speaker of language X but can also speak language Y. That's also the military definition.

In terms of the study of linguistics, in academia you can have a great many "linguists" who are not translators but are versed in the science of linguistics and can e.g. do grammatical analysis. It's an entirely different skillset from "translator", and in fact, one doesn't need to speak language Y to do it.

So, mostly I'm differentiating myself from the translator-type linguist and saying I'm the linguistics-type linguist. And because I also do that for a living, I added professional.

[–] pineapplelover@lemm.ee 1 points 6 months ago* (last edited 6 months ago) (2 children)

Yeah but what exactly does that entail? Studying over old books and figure out how the language has changed?

[–] it_depends_man@lemmy.world 2 points 6 months ago

Think of linguistics as "programming language but for languages".

Is it ones and zeros, or is it more human readable? The differences between those, on an academic level is linguistics.

There is a full wiki article that probably gives a better impression of it than I can.

https://en.wikipedia.org/wiki/Linguistics_of_Noam_Chomsky

It's really weird and interesting!

[–] circuitfarmer@lemmy.sdf.org 1 points 6 months ago

There are a great many languages which are undocumented entirely or are severely lacking in documentation. One part of my job is collecting data for such languages. Another part is more traditional computational linguistics, which in my case is primarily corpus analysis (still a relatively common step in the development of model training data).

[–] meep_launcher@lemm.ee 1 points 6 months ago* (last edited 6 months ago)

You sound like a cunning linguist

Are you also a master debater?

[–] ultratiem@lemmy.ca 3 points 6 months ago* (last edited 6 months ago)

Aww man poor guy. I will never forget when he showed up on the Ali G show lol

[–] AbouBenAdhem@lemmy.world 2 points 6 months ago* (last edited 6 months ago)

It doesn’t sound like there’s necessarily been any recent change in his condition—their ultimate source is a month-old Reddit post from his former assistant, who was relaying information she’d heard from his family a month prior to that.

Edit: This AP story has more info: he hasn’t been able to speak since a stroke last year, but he was able to travel to Brazil with his wife via hospital jet and is still following the news from Gaza.

[–] Snapz@lemmy.world 2 points 6 months ago

We're all lucky he said as much as he did while he could speak.

[–] pineapplelover@lemm.ee 1 points 6 months ago
[–] TimewornTraveler@lemm.ee 1 points 6 months ago (1 children)

Very sad to see our mortality as we watch Chomsky slip away. Let's celebrate his life and his accomplishments - our eventual deterioration and demise is all a part of our grand story of life. He's done amazing things with his time here and we'd all be lucky to have 95 great years like that.

[–] UnityDevice@startrek.website -4 points 6 months ago

Let's celebrate his life and his accomplishments

I'm a big fan of his work in the field of genocide denial and atrocity apologetics, truly inspirational.

[–] Anamnesis@lemmy.world 1 points 6 months ago
[–] steeznson@lemmy.world 1 points 6 months ago (2 children)

Such a towering figure in the field of linguistics, politics and philosophy of psychology. Especially his linguistics work was something I found personally extremely engaging as a student. Reading his review of B.F. Skinner's book was a highlight of my philosophy of psychology class.

I know he has been active since the turn of the century but his influence was definitely more of a 20th century phenomenon. Not many academics reach the level of popular awareness that he did.

For you yongsters out there, Chomsky vs Skinner was the original Kendrick Lamar vs Drake.

[–] Moneo@lemmy.world 1 points 6 months ago (2 children)
[–] steeznson@lemmy.world 1 points 6 months ago (1 children)

Contemporary Phenomenologist with radical views about sexual liberation. Basically a latter day Foucault.

[–] Moneo@lemmy.world 1 points 6 months ago

Ahh, I love fowcallt.

[–] fubarx@lemmy.ml 1 points 6 months ago (1 children)

Will be forever beholden to his work on language and grammar. Made it bearable to sit through a pointless CompSci class.

[–] WldFyre@lemm.ee 0 points 6 months ago (1 children)

I thought his language theories were disproven?

[–] TropicalDingdong@lemmy.world 0 points 6 months ago (2 children)

Such an interesting and weird life to have lived. Academically, he lived to see almost his entire body of work thoroughly disrupted by LLMs, specifically the concept of an universal grammar/ and the idea of an 'innate language acquisition device'. I was in a live stream with him about 2 months or so after the first beta models from open AI had started to poke their way into the main-stream. It felt kind of sad, because its like, he was obviously very long in the tooth even then, but when your entire academic career is based on like "one thing", as so many scientists and philosophers careers are, when that 'one thing' ends up being demonstrably false, it seems kind of.. soul crushing? I saw it once before when the revised genomic classification of plants was being released and one of my professors (who i think was like, 1-2 years out from retirement), watched his life time body of work of taxonomic classification get "yeah nah dawged" by the revised genomic taxonomy. I'll say he was not the most engaged instructor and actually insisted on teaching us wrong, which was super aggravating.

I still think Chomskys political work stands apart as a life well lived.

[–] AbouBenAdhem@lemmy.world 1 points 6 months ago* (last edited 6 months ago)

Universal grammar isn’t “almost his entire body of work”—for the last thirty years he’s been at the forefront of the Minimalist program which approaches syntax from a very different direction. (And for twenty years prior to that he was working on X-bar theory, which was also a departure from universal grammar.) He’d still be considered one of the leading linguists of the past century on the strength of his non-UG work alone.

And Chomsky’s criticism of LLMs as a model of the brain’s internal language process is absolutely valid: while LLMs can imitate human languages, they can just as readily imitate unnatural constructed languages humans would never organically create. So they’re (at best) post-hoc predictive models, not explanatory ones—like Ptolemy’s epicycles, which could accurately predict the motions of the known planets but couldn’t generally distinguish between physically possible orbits and ones that would violate Newtonian mechanics, and thus provided no real insight into the natural world.

[–] yeahiknow3@lemmings.world 0 points 6 months ago* (last edited 6 months ago) (1 children)

This comment is global-warming-denialism levels of stupid. I’m honestly shocked.

LLM’s have no such implications for the field of linguistics. They’re barely relevant at all.

Do I really need to point out that human beings do not learn language the way LLMs “learn” language? That human beings do not use language the way LLM’s use language? Or that human beings are not mathematical models. Not even approximately. I fucking hate this timeline.

[–] Not_mikey@slrpnk.net 0 points 6 months ago (2 children)

This would be true if chomskys claim was that he was simply studying human language acquisition and that machines are different, but his claim was that machines can't learn human languages because they don't have some intuitive innate grammar.

Saying an llm hasn't learned language becomes harder and harder the more you talk to it and the more it starts walking like a duck and quacking like a duck. To make that claim you'll need some evidence to counter the demonstrable understanding the llm displays. Chomsky in his nytimes response just gives his own unprovable theories on innate grammar and some examples of questions llms "can't answer" but if you actually ask any modern llm they answer them fine.

You can define "learning" and "understanding" in a way that excludes llms but you'll end up relying upon unprovable abstract theories until you can come up with an example of a question/prompt that any human would answer correctly and llms won't to demonstrate that difference. I have yet to see any such examples. There's plenty of evidence of them hallucinating when they reach the edge of their understanding, but that is something humans do as well.

Chomsky is still a very important figure and his work on politics with manufacturing consent is just as relevant as when it was written over 20 years ago. His work on language though is on shaky grounds and llms have made it even shakier.

[–] yeahiknow3@lemmings.world 0 points 6 months ago* (last edited 6 months ago) (1 children)

Do you really think Chomsky’s UG hypothesis from half a century ago was formulated to deny that some dumb mathematical model would be able to simulate human speech?

Almost nothing you’ve written has any grounding in empirical reality. You have a sentence that reads something like “the more you talk to LLM’s the harder it is to deny that they can use and understand language.”

You might as well say that the longer you stare at a printed painting, the harder it is to deny that printers make art. LLM’s do not “understand” their outputs or their inputs. If we feed them nonsense, they output nonsense. There’s no underlying semantics whatsoever. An LLM is a mathematical model.

I know it looks like magic, but it’s not actually magic. And even if it were, it would have nothing to do with linguistics, which is concerned with how humans, not computers, understand and manipulate language. This whole ridiculous conversation is a non-sequitur.

[–] TropicalDingdong@lemmy.world 0 points 6 months ago (1 children)

You are like, science denial-ism level of ignorance when it comes to this conversation, or perhaps, it might be that you don't actually understand the underlying philosophy of scientific inquiry to understand why LLMs basically were able to break the back of both UH and innate acquisition.

You seem like the kind of person who cheer-leads "in the spirit of science" but doesn't actually engage in it as a philosophical enterprise. You didn't seem to notice the key point that @Not_mikey@slrpnk.net made, which is that unlike UG, LLM's are actually testable. That's the whole thing right there, and if you don't get the difference, that's fine, but it speaks to your level of understanding to how one actually goes about conducting scientific inquiry.

And if you want to talk about incurious:

You might as well say that the longer you stare at a printed painting, the harder it is to deny that printers make art. LLM’s do not “understand” their outputs or their inputs. If we feed them nonsense, they output nonsense. There’s no underlying semantics whatsoever. LLM’s are a mathematical model.

Specifically "There’s no underlying semantics whatsoever" is the key lynch pin that UG demands that LLM's demonstrate are not strictly necessary. Its exactly why Chomskys house of cards crumbles with the the counter-factual to UG/ Innate acquisition that LLM's offer. I had a chance to ask him this question directly about 6 months prior to that op-ed being published. And he gave a response that's about as incurious about why LLM, and basically, big complex networks in general, are able to learn as you've offered here. His was response was basically the same regurgitation on UG and innate acquisition that he offers in the op-ed. And the key point is that yes, LLM's are just a big bucket of linear algebra; but they represent an actually testable instrument for learning how a language might be learned. This is the most striking part of Chomskys response and I found it particularly galling.

And it is interesting that yes, if you feed ~~LLM's~~ transformers (I'm going to start using the right term here: transformers) unstructured garbage, you get unstructured garbage out. However, if there is something there to learn, they seem to be at least some what effective at finding it. But that occurs in non-language based systems as well, including image transformers, transformers being used to predict series data like temperature or stock prices, even even DNA and RNA sequences. We're probably going to be having transformers capable of translating animal vocalizations like whale and dolphin songs. If you have structured series data, it seems like transformers are effective at learning patterns and generating coherent responses.

Here's the thing. Chomsky UG represented a monolith in the world of language, language acquisition and learning, and frankly, was an actual barrier to progress in the entire domain, because we now have a counter factual where learning occurs and neither UG or innate acquisition are necessary or at all relevant. Its a complete collapse of the ideas, but its about as close as we'll get because at least in one case of language acquisition, they are completely irrelevant.

And honestly, if you can't handle criticism of ideas in the sciences, you don't belong in the domain. Breaking other peoples ideas is fundamental the process, and its problematic when people assume you need some alternative in place to break someone elses work.

[–] yeahiknow3@lemmings.world 0 points 6 months ago* (last edited 6 months ago) (1 children)

the key lynch pin that UG demands that LLM's demonstrate are not strictly necessary

You know what, I’m going to be patient. Let’s syllogize your argument so everyone can get on the same page, shall we.

  1. LLM’s have various properties.
  2. ???
  3. Therefore, the UG hypothesis is wrong.

This argument is not valid, because it’s missing at least one premise. Once you come up with a valid argument, we can debate its premises. Until then, I can’t actually respond, because you haven’t said anything substantive.

The mainstream opinion in linguistics is that LLM’s are mostly irrelevant. If you believe otherwise — for instance, that LLM’s can offer insight into some abstract UG hypothesis about developmental neurobiology — explain why, and maybe publish your theory for peer review.

[–] TropicalDingdong@lemmy.world 0 points 6 months ago* (last edited 6 months ago) (1 children)

You don't need to put project a false argument onto what I was saying.

Chomsky's basic arguments:

1: UG requires understanding the semantic roles of words and phrases to map syntactic structures onto semantic structures.

2: UG posits certain principles of grammar are universal, and that syntactic and semantic representation is required as meaning changes with structure. The result is semantic universals - basic meanings that appear across all languages.

3: Semantic bootstrapping is then invoked to explain where children using their understanding of semantic categorizes to learning syntactic structures of language.

LLM's torpedo all of this as totally unnecessary as fundamental to language acquisition, because they offer at least one example where none of the above need to be invoked. LLM's have no innate understanding of language; its just pattern recognition and association. In UG semantics is intrinsically linked to syntactic structure. In this way, semantics are learned indirectly through exposure, rather than through an innate framework. LLM's show that a UG and all of its complexity is totally unnecessary in at least one case of demonstrated language acquisition. That's huge. Its beyond huge. It gives us a testable, falsifiable path forwards that UG didn't.

The mainstream opinion in linguistics is that LLM’s are mostly irrelevant.

Largely, because Chomsky. To invoke Planck's principle: Science advances one funeral at a time. Linguistics will finally be able to evolve past the rut its been in, and we now have real technical tools to do the kind of testable, reproducible, quantitative analysis at scale. We're going to see more change in what we understand about language over the next five years than we've learned in the previous fifty. We didn't have anything other than baby humans prior to now to study the properties of language acquisition. Language acquisition in humans is now a subset of the domain because we can actually talk about and study language acquisition outside of the context of humans. In a few more years, linguistics won't look at-all like it did 4 years ago. If departments don't adapt to this new paradigm, they'll become like all those now laughable geography departments that didn't adapt to the satellite revolution of the 1970s. Funny little backwaters of outdated modes of thinking the world has passed by. LLM's for the study of language acquisition is like the invention of the microscope, and Chomsky completely missed the boat because it wasn't his boat.

[–] yeahiknow3@lemmings.world 1 points 6 months ago* (last edited 6 months ago)

Your conclusion (which I assume is implied, since you didn’t bother to write it anywhere) might be something like,

  • Mathematical models built on enormous data sets do a good job of simulating human conversations (LLMs pass the Turing test)... THEREFORE, homo sapiens lack an innate capacity for language (i.e., the UG Hypothesis is fundamentally mistaken).

My issue is that I just don’t see how to draw this conclusion from your premises. If you were to reformulate your premises into a valid argument structure, we can discuss them and find some common ground.

[–] NoiseColor@startrek.website -1 points 6 months ago

Is he an idol for young people, but then later in life not any more? Politically?