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Workshop
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Towards Data Efficient And Robust Speech Representation Model Distillation
Pheobe Sun · Ruibo Shi · Ahmad Emami · Sean Moran
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Workshop
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Parameter and Data Efficient Continual Pre-training for Robustness to Dialectal Variance in Arabic
Soumajyoti Sarkar · Saab Mansour · Sailik Sengupta · Sheng Zha · Kaixiang Lin
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Workshop
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SymbolicGPT: A Generative Transformer Model for Symbolic Regression
Mojtaba Valipour · Bowen You · Maysum H Panju · Ali Ghodsi
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Workshop
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Depth-Wise Attention (DWAtt): A Layer Fusion Method for Data-Efficient Classification
Muhammad ElNokrashy · Badr AlKhamissi · Mona Diab
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Workshop
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A Theory of Unsupervised Translation for Understanding Animal Communication
Shafi Goldwasser · David Gruber · Adam Tauman Kalai · Orr Paradise
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Workshop
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Can we get smarter than majority vote? Efficient use of individual rater’s labels for content moderation
Changho Shin · Alice Schoenauer-Sebag
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Workshop
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INT8 Transformers for Inference Acceleration
Andy Rock · Omar Khalil · Ofer Shai · Paul Grouchy
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Workshop
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Topic Segmentation in the Wild: Towards Segmentation of Semi-structured & Unstructured Chats
Reshmi Ghosh · Sharanya Kamath · Soundararajan Srinivasan · Dhuri Shrivastava · Samyadeep Basu · Harjeet Kajal
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Workshop
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An efficient RNN Language Model using activity sparsity and sparse back-propagation through time
Mark Schoene · Khaleelulla Khan Nazeer · David Kappel · Christian Mayr · Anand Subramoney
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Workshop
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Improved Knowledge Distillation by Utilizing Backward Pass Knowledge in Neural Networks
Aref Jafari · Mehdi Rezaghoizadeh · Ali Ghodsi
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Workshop
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Pre-Training a Graph Recurrent Network for Language Representation
Yile Wang · Linyi Yang · Zhiyang Teng · Ming Zhou · Yue Zhang
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Workshop
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Parameter-Efficient Finetuning of Transformers for Source Code
Shamil Ayupov · Nadezhda Chirkova
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