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26 Results
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Poster
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Tue 17:00 |
CoDA: Contrast-enhanced and Diversity-promoting Data Augmentation for Natural Language Understanding Yanru Qu · Dinghan Shen · Yelong Shen · Sandra Sajeev · Weizhu Chen · Jiawei Han |
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Poster
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Mon 9:00 |
Rethinking Embedding Coupling in Pre-trained Language Models Hyung Won Chung · Thibault Fevry · Henry Tsai · Melvin Johnson · Sebastian Ruder |
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Poster
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Mon 17:00 |
Rethinking Positional Encoding in Language Pre-training Guolin Ke · Di He · Tie-Yan Liu |
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Poster
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Thu 9:00 |
A Mathematical Exploration of Why Language Models Help Solve Downstream Tasks Nikunj Umesh Saunshi · Sadhika Malladi · Sanjeev Arora |
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Poster
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Mon 17:00 |
Deberta: Decoding-Enhanced Bert With Disentangled Attention Pengcheng He · Xiaodong Liu · Jianfeng Gao · Weizhu Chen |
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Poster
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Tue 9:00 |
Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning Beliz Gunel · Jingfei Du · Alexis Conneau · Veselin Stoyanov |
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Poster
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Mon 17:00 |
Explaining the Efficacy of Counterfactually Augmented Data Divyansh Kaushik · Amrith Setlur · Eduard H Hovy · Zachary Lipton |
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Poster
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Wed 17:00 |
Modelling Hierarchical Structure between Dialogue Policy and Natural Language Generator with Option Framework for Task-oriented Dialogue System Jianhong Wang · Yuan Zhang · Tae-Kyun Kim · Yunjie Gu |
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Poster
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Thu 9:00 |
Learning to Recombine and Resample Data For Compositional Generalization Ekin Akyürek · Afra Feyza Akyürek · Jacob Andreas |
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Poster
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Tue 17:00 |
Discovering Non-monotonic Autoregressive Orderings with Variational Inference Xuanlin Li · Brandon Trabucco · Dong Huk Park · Michael Luo · Sheng Shen · trevor darrell · Yang Gao |
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Poster
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Mon 17:00 |
Taking Notes on the Fly Helps Language Pre-Training Qiyu Wu · Chen Xing · Yatao Li · Guolin Ke · Di He · Tie-Yan Liu |
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Poster
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Thu 9:00 |
Conditionally Adaptive Multi-Task Learning: Improving Transfer Learning in NLP Using Fewer Parameters & Less Data Jonathan Pilault · Amine EL hattami · Chris J Pal |