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09/13/2023
Statistical Rejection Sampling Improves Preference Optimization
Improving the alignment of language models with human preferences remain...
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05/22/2022
All Birds with One Stone: Multi-task Text Classification for Efficient Inference with One Forward Pass
Multi-Task Learning (MTL) models have shown their robustness, effectiven...
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06/17/2021
Multi-head or Single-head? An Empirical Comparison for Transformer Training
Multi-head attention plays a crucial role in the recent success of Trans...
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06/01/2021
NewsEmbed: Modeling News through Pre-trained Document Representations
Effectively modeling text-rich fresh content such as news articles at do...
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01/26/2020
Generating Representative Headlines for News Stories
of news articles are published online every day, which can be overwhelm...
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02/15/2017