most citedFindings of the BabyLM Challenge: Sample-Efficient Pretraining on Developmentally Plausible Corpora

72 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions

3 papers

cs.CL2025★ 72 cited

Findings of the BabyLM Challenge: Sample-Efficient Pretraining on Developmentally Plausible Corpora

Alex Warstadt, Aaron Mueller, Leshem Choshen +8

Children can acquire language from less than 100 million words of input. Large language models are far less data-efficient: they typically require 3 or 4 orders of magnitude more d…

cs.MA2018★ 2 cited

Pommerman: A Multi-Agent Playground

Cinjon Resnick, Wes Eldridge, David Ha +5

We present Pommerman, a multi-agent environment based on the classic console game Bomberman. Pommerman consists of a set of scenarios, each having at least four players and contain…

cs.LG2018★ 23 cited

Backplay: "Man muss immer umkehren"

Cinjon Resnick, Roberta Raileanu, Sanyam Kapoor +3

Model-free reinforcement learning (RL) requires a large number of trials to learn a good policy, especially in environments with sparse rewards. We explore a method to improve the…