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05/24/2023
ImageNetVC: Zero-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories
Recently, Pretrained Language Models (PLMs) have been serving as general...
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05/24/2023
Bi-Drop: Generalizable Fine-tuning for Pre-trained Language Models via Adaptive Subnetwork Optimization
Pretrained language models have achieved remarkable success in a variety...
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05/08/2023
Enhancing Continual Relation Extraction via Classifier Decomposition
Continual relation extraction (CRE) models aim at handling emerging new ...
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05/20/2022
Lossless Acceleration for Seq2seq Generation with Aggressive Decoding
We study lossless acceleration for seq2seq generation with a novel decod...
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03/30/2022
Lossless Speedup of Autoregressive Translation with Generalized Aggressive Decoding
In this paper, we propose Generalized Aggressive Decoding (GAD) – a nove...
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05/15/2021
Premise-based Multimodal Reasoning: A Human-like Cognitive Process
Reasoning is one of the major challenges of Human-like AI and has recent...
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11/09/2020