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Workshop
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PEST: Combining Parameter-Efficient Fine-Tuning with Self-Training and Co-Training
Hunter Lang · Monica Agrawal · Yoon Kim · David Sontag
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Poster
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Tue 14:00
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LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning
Yi-Lin Sung · Jaemin Cho · Mohit Bansal
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Workshop
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Fri 12:15
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Towards Parameter-Efficient Automation of Data Wrangling Tasks with Prefix-Tuning
David Vos · Till Döhmen · Sebastian Schelter
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Workshop
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Towards Parameter-Efficient Automation of Data Wrangling Tasks with Prefix-Tuning
David Vos · Till Döhmen · Sebastian Schelter
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Poster
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Wed 9:00
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Parameter-Efficient Masking Networks
Yue Bai · Huan Wang · Xu Ma · Yitian Zhang · Zhiqiang Tao · Yun Fu
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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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Poster
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Thu 14:00
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Polyhistor: Parameter-Efficient Multi-Task Adaptation for Dense Vision Tasks
Yen-Cheng Liu · CHIH-YAO MA · Junjiao Tian · Zijian He · Zsolt Kira
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Workshop
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Parameter-Efficient Low-Resource Dialogue State Tracking by Prompt Tuning
Mingyu Derek Ma · Jiun-Yu Kao · Shuyang Gao · arpit gupta · Di Jin · Tagyoung Chung · Nanyun Peng
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Poster
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Tue 14:00
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Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning
Haokun Liu · Derek Tam · Mohammed Muqeeth · Jay Mohta · Tenghao Huang · Mohit Bansal · Colin Raffel
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Poster
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Tue 9:00
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ST-Adapter: Parameter-Efficient Image-to-Video Transfer Learning
Junting Pan · Ziyi Lin · Xiatian Zhu · Jing Shao · Hongsheng Li
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Poster
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Thu 9:00
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The Stability-Efficiency Dilemma: Investigating Sequence Length Warmup for Training GPT Models
Conglong Li · Minjia Zhang · Yuxiong He
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Workshop
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DyLoRA: Parameter Efficient Tuning of Pre-trained Models using Dynamic Search-Free Low Rank Adaptation
Mojtaba Valipour · Mehdi Rezaghoizadeh · Ivan Kobyzev · Ali Ghodsi
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