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Poster
Thu 9:00 Variational Information Bottleneck for Effective Low-Resource Fine-Tuning
Rabeeh Karimi Mahabadi · Yonatan Belinkov · James Henderson
Poster
Tue 9:00 Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning
Beliz Gunel · Jingfei Du · Alexis Conneau · Veselin Stoyanov
Poster
Tue 9:00 Distance-Based Regularisation of Deep Networks for Fine-Tuning
Henry Gouk · Timothy Hospedales · massimiliano pontil
Poster
Wed 17:00 AdaSpeech: Adaptive Text to Speech for Custom Voice
Mingjian Chen · Xu Tan · Bohan Li · Eric Liu · Tao Qin · sheng zhao · Tie-Yan Liu
Poster
Mon 1:00 Semantic Re-tuning with Contrastive Tension
Fredrik Carlsson · Amaru C Gyllensten · Evangelia Gogoulou · Erik Y Hellqvist · Magnus Sahlgren
Poster
Mon 9:00 On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines
Marius Mosbach · Maksym Andriushchenko · Dietrich Klakow
Poster
Mon 9:00 Revisiting Few-sample BERT Fine-tuning
Tianyi Zhang · Felix Wu · Arzoo Katiyar · Kilian Weinberger · Yoav Artzi
Poster
Wed 17:00 Better Fine-Tuning by Reducing Representational Collapse
Armen Aghajanyan · Akshat Shrivastava · Anchit Gupta · Naman Goyal · Luke Zettlemoyer · Sonal Gupta