
Omri Abend
@abendomri
Faculty member at the Hebrew University working on NLP/CL.
ID: 1087260366340583427
http://www.cs.huji.ac.il/~oabend/ 21-01-2019 08:07:26
409 Tweet
292 Followers
178 Following

Language Models output probabilities for tokens. So probabilities of spans must follow a valid joint, right? Check out our new #EMNLP2024 paper -- "CONTESTS: a Framework for Consistency Testing of Span Probabilities in Language Models". w/ Yuli Slavutsky and Omri Abend (1/5)

Language Models learn data with complex structures. Can they learn simple ones? According to our new #EMNLP2024 paper โExploring the Learning Capabilities of Language Models using LEVERWORLDSโ, the answer is โYes, but not so fastโฆโ w/ Amir Feder and Omri Abend (1/5)



ืืืืจ ืฆืืดื ืืคื ืืคืจืื - Effie Defrin ืืืจืช ืืช ืืืืช. ืืชื ืืืืืจ ืืฉืจืื. ืืืืช ืืืืจืช ืขื ืืืืืื ืงืฉืื ืืืชืจ ืืืืงืช ืืคืืจืื ืืช ืืืชืงืจืืช ืืืฉืืช ื-7 ืืืืงืืืืจ ืขื ืืฉืชืืืื, ืืฉืืืื, ื ืืฉืืื ืืขืืจืืื ืื.


ืืืื ืืืจืกืืื ืืขืืจืืช, ืืื ืขื ืืื ืืืจืกืืืืืช ืืืืงืจ ืืืฉืจืื: ืงืืคืืื "ืืืจ ืื ืืฆืืื" ืื ื ืืขื ืื ื ืขืฉืืช ืืขืืคื ืืชืงื ืช ืฉื ืขืจืืื ืืงืืื ืืืืืืืื, ืขื ืืฉืืื ืืืืื ืืืืืืืื- ืืื ืงืืคืืื ืคืืืืื ืืืืืกืก ืขื ื ืชืื ืื ืฉืงืจืืื. ืืืืชื ืืชืจืื ืืคื ื ืฆืขืืื ืืฉืคืืื, ืืชืื ืจืืฉื ืืืื ืืืจืกืืืืืช ืื: "ืืคืจืกืื ืืืฆืืืช



1/ Caregivers teach infants how to speak by correcting errors. Child: "I goed to the park" Caregiver: "I went to the park" Can models do this too? Read our recent paper on reformulation in image captioning: arxiv.org/abs/2501.04513 w\ Omri Abend Lea Frermann Gabriel Stanovsky





ืืคืจืช ืจืืืื ืงืืืขืช ืืื ๐๏ธEfrat Rayten ืืคืจืช ืจืืืื



- โI flipped a biased coin with p(Heads) = 0.55.โ - โWhat did it land on?โ What is the probability of the answer being โHeadsโ? Does it depend on whether the outcome is seen? Should we expect it to be 0.55? Check out our new paper! arxiv.org/abs/2505.02072 w/ Omri Abend (1/10)

ืื ืืชื ืจืืฆืื ืืืขืช ืืื ืืืืื ืื ืืฆืืื ืืืฉืื ืื ืืืจื 50 ืฉื ืืช ืฉืืืื ืืืขื ืจืฆืืฃ, ืงืจืื ืืช ืืืืจ ืืืืจืื ืฉื ืงืืื ืืืืกืงืื ื . ืืืขืื ืืขืืงืจืืช ืฉืืื ืืืืืฉ - ืื ืืืงืกื ืืื ืืกืืืืงืกื - ืืื ืืืกืจ ืืืืืืช ืืคืชื ืกืืื ืืช, ืืืืกืื ืืืฉืืื ืฉื ืื, ืืงืืช ืืืจืืืช. ืืคืฉืจ ืืชืืฆืช ืืช ืืืืืจ ืืฆืืืื ืืื: "ืืฉืื ื ืจืืื ืืช



nitay alon Joe Barnby Omri Abend Full paper: arxiv.org/abs/2412.13631