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209 Results
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Workshop
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Can Public Large Language Models Help Private Cross-device Federated Learning? Boxin Wang · Yibo J. Zhang · Yuan Cao · Bo Li · Hugh B McMahan · Sewoong Oh · Zheng Xu · Manzil Zaheer |
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Workshop
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RewriteLM: An Instruction-Tuned Large Language Model for Text Rewriting Liangchen Luo · Lei Shu · Jayakumar Hoskere · Yun Zhu · Canoee Liu · Simon Tong · Jindong Chen · Lei Meng |
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Poster
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Wed 17:00 |
SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models Guangxuan Xiao · Ji Lin · Mickael Seznec · Hao Wu · Julien Demouth · Song Han |
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Poster
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Wed 14:00 |
Less is More: Task-aware Layer-wise Distillation for Language Model Compression Chen Liang · Simiao Zuo · Qingru Zhang · Pengcheng He · Weizhu Chen · Tuo Zhao |
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Workshop
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Teach GPT To Phish Ashwinee Panda · Zhengming Zhang · Yaoqing Yang · Prateek Mittal |
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Workshop
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LLM-Based Aspect Augmentations for Recommendation Systems Reza Yousefi Maragheh · LALITESH MORISHETTI · Ramin Giahi · Kaushiki Nag · Jianpeng Xu · Jason Cho · Evren Korpeoglu · Sushant Kumar · Kannan Achan |
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Poster
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Tue 14:00 |
Retrieval-Augmented Multimodal Language Modeling Michihiro Yasunaga · Armen Aghajanyan · Weijia Shi · Richard James · Jure Leskovec · Percy Liang · Mike Lewis · Luke Zettlemoyer · Scott Yih |
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Workshop
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DoReMi: Optimizing Data Mixtures Speeds Up Language Model Pretraining Sang Michael Xie · Hieu Pham · Xuanyi Dong · Nan Du · Hanxiao Liu · Yifeng Lu · Percy Liang · Quoc Le · Tengyu Ma · Adams Wei Yu |
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Poster
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Tue 17:00 |
PAL: Program-aided Language Models Luyu Gao · Aman Madaan · Shuyan Zhou · Uri Alon · Pengfei Liu · Yiming Yang · Jamie Callan · Graham Neubig |
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Workshop
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Analyzing Chain-of-Thought Prompting in Large Language Models via Gradient-based Feature Attributions Skyler Wu · Eric Shen · Charumathi Badrinath · Jiaqi Ma · Himabindu Lakkaraju |
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Workshop
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Are Emergent Abilities of Large Language Models a Mirage? Rylan Schaeffer · Brando Miranda · Sanmi Koyejo |
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Workshop
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Beyond Scale: the Diversity Coefficient as a Data Quality Metric Demonstrates LLMs are Pre-trained on Formally Diverse Data Alycia Lee · Brando Miranda · Sanmi Koyejo |