基本信息
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个人简介
I'm interested in the Science of Generative Models (e.g., LLMs) where I ask how these models work, when, and why. I develop holistic, causal, and data-centric approaches to study generative models. These days, I focus on the data on which such models are trained and draw connections between the data and model behavior.
研究兴趣
论文共 47 篇作者统计合作学者相似作者
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引用量
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期刊级别
合作者
合作机构
EMNLP 2024 (2024): 3603-3623
NAACL-HLTpp.6367-6384, (2024)
Luca Soldaini,Rodney Kinney,Akshita Bhagia,Dustin Schwenk, David Atkinson,Russell Authur,Ben Bogin,Khyathi Chandu, Jennifer Dumas,Yanai Elazar,Valentin Hofmann,Ananya Harsh Jha,Sachin Kumar,Li Lucy,Xinxi Lyu,Nathan Lambert,Ian Magnusson,Jacob Morrison,Niklas Muennighoff,Aakanksha Naik, Crystal Nam,Matthew E. Peters,Abhilasha Ravichander,Kyle Richardson,Zejiang Shen,Emma Strubell,Nishant Subramani,Oyvind Tafjord,Pete Walsh,Luke Zettlemoyer,Noah A. Smith,Hannaneh Hajishirzi,Iz Beltagy,Dirk Groeneveld,Jesse Dodge,Kyle Lo
ACL (1)pp.15725-15788, (2024)
Lester James V. Miranda,Yizhong Wang,Yanai Elazar,Sachin Kumar,Valentina Pyatkin,Faeze Brahman,Noah A. Smith,Hannaneh Hajishirzi,Pradeep Dasigi
CoRR (2024)
引用0浏览0EI引用
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0
International Conference on Learning Representations (2024)
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EMNLP 2024 (2024): 6416-6431
CAUSAL LEARNING AND REASONING, VOL 236 (2024): 913-933
arXiv (Cornell University) (2024)
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作者统计
#Papers: 47
#Citation: 2199
H-Index: 16
G-Index: 30
Sociability: 5
Diversity: 1
Activity: 38
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