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06/09/2023
Mind2Web: Towards a Generalist Agent for the Web
We introduce Mind2Web, the first dataset for developing and evaluating g...
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05/18/2023
Flatness-Aware Prompt Selection Improves Accuracy and Sample Efficiency
With growing capabilities of large language models, prompting them has b...
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01/03/2023
Genetic Imitation Learning by Reward Extrapolation
Imitation learning demonstrates remarkable performance in various domain...
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01/03/2023
Explaining Imitation Learning through Frames
As one of the prevalent methods to achieve automation systems, Imitation...
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12/30/2022
GANExplainer: GAN-based Graph Neural Networks Explainer
With the rapid deployment of graph neural networks (GNNs) based techniqu...
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10/13/2022
An Empirical Study on Finding Spans
We present an empirical study on methods for span finding, the selection...
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08/02/2022
Multilingual Coreference Resolution in Multiparty Dialogue
Existing multiparty dialogue datasets for coreference resolution are nas...
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08/15/2021
Exploring Generalization Ability of Pretrained Language Models on Arithmetic and Logical Reasoning
To quantitatively and intuitively explore the generalization ability of ...
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06/23/2021
Imitation Learning: Progress, Taxonomies and Opportunities
Imitation learning aims to extract knowledge from human experts' demonst...
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05/31/2021
