61 citations
- Arizona State UniversityUS7 papers
- University of MichiganUS4 papers
- California Institute of TechnologyUS3 papers
- University of ArizonaUS3 papers
- University of Illinois Urbana-ChampaignUS3 papers
- Centre National de la Recherche ScientifiqueFR2 papers
- IBM Research - HaifaIL2 papers
- Institut de Recherche en Informatique et Systèmes AléatoiresFR2 papers
- Jet Propulsion LaboratoryUS2 papers
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cs.CL2023★ 2 cited
Unsupervised Improvement of Factual Knowledge in Language Models
Nafis Sadeq, Byungkyu Kang, Prarit Lamba +1
Masked language modeling (MLM) plays a key role in pretraining large language models. But the MLM objective is often dominated by high-frequency words that are sub-optimal for lear…
cs.CL2018★ 23 cited
Understanding Convolutional Neural Networks for Text Classification
Alon Jacovi, Oren Sar Shalom, Yoav Goldberg
We present an analysis into the inner workings of Convolutional Neural Networks (CNNs) for processing text. CNNs used for computer vision can be interpreted by projecting filters i…