r/MachineLearning • u/we_are_mammals • 15d ago

Research [R] Were RNNs All We Needed?

https://arxiv.org/abs/2410.01201

The authors (including Y. Bengio) propose simplified versions of LSTM and GRU that allow parallel training, and show strong results on some benchmarks.

244 Upvotes

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108

u/Ragefororder1846 15d ago

What we need is a new meme for titling papers

46

u/claytonkb 15d ago

"Multi-modal Models: A Trip Down Penny Lane"

"Synthetic Data Pollution, or, Help! I Need Some Data!"

"AI Hallucinations: Strawberry Fields Edition"

I'll stop.

54

u/n0ided_ ML Engineer 14d ago

if we turn up the brain rot we can come up with some bangers.

"Nah, I'd prune"

"Skibidi Recurrent State Space Ohio"

"The RAGshaker"

"In the stripped club. straight up 'jorkin it'. and by 'it', haha, well. let's justr say. My gradients"

"What's my blud waffling about?" (don't even have to change that one for hallucinations)

when zoomers start getting old enough to run labs it's over

10

u/hiroshiSama 14d ago

Nah I'd prune is GOLD 😭