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Poster
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Tue 10:30 |
P-Adapters: Robustly Extracting Factual Information from Language Models with Diverse Prompts Benjamin Newman · Prafulla Kumar Choubey · Nazneen Rajani |
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Poster
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Wed 18:30 |
Charformer: Fast Character Transformers via Gradient-based Subword Tokenization Yi Tay · Vinh Tran · Sebastian Ruder · Jai Gupta · Hyung Won Chung · Dara Bahri · Zhen Qin · Simon Baumgartner · Cong Yu · Donald Metzler |
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Poster
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Tue 18:30 |
Should We Be Pre-training? An Argument for End-task Aware Training as an Alternative Lucio Dery · Paul Michel · Ameet Talwalkar · Graham Neubig |
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Workshop
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Fri 2:00 |
AfricaNLP 2022: NLP for African languages David Adelani · Angela Fan · Jade Abbott · Perez Ogayo · Hady Elsahar · Salomey Osei · Mohamed Ahmed · Constantine Lignos · shamsuddeen muhammad |
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Spotlight
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Thu 10:30 |
Fairness in Representation for Multilingual NLP: Insights from Controlled Experiments on Conditional Language Modeling Ada Wan |
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Poster
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Thu 10:30 |
Fairness in Representation for Multilingual NLP: Insights from Controlled Experiments on Conditional Language Modeling Ada Wan |
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Poster
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Mon 10:30 |
What Makes Better Augmentation Strategies? Augment Difficult but Not too Different Jaehyung Kim · Dongyeop Kang · Sungsoo Ahn · Jinwoo Shin |
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Poster
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Wed 18:30 |
Large Language Models Can Be Strong Differentially Private Learners Xuechen Li · Florian Tramer · Percy Liang · Tatsunori Hashimoto |
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Poster
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Thu 18:30 |
HTLM: Hyper-Text Pre-Training and Prompting of Language Models Armen Aghajanyan · Dmytro Okhonko · Mike Lewis · Mandar Joshi · Hu Xu · Gargi Ghosh · Luke Zettlemoyer |
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Poster
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Thu 18:30 |
BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models Kangjie Chen · Yuxian Meng · Xiaofei Sun · Shangwei Guo · Tianwei Zhang · Jiwei Li · Chun Fan |
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Poster
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Thu 2:30 |
On the Pitfalls of Analyzing Individual Neurons in Language Models Omer Antverg · Yonatan Belinkov |
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Poster
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Wed 2:30 |
Discovering Latent Concepts Learned in BERT Fahim Dalvi · Abdul Khan · Firoj Alam · Nadir Durrani · Jia Xu · Hassan Sajjad |