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09/13/2023
Unsupervised Contrast-Consistent Ranking with Language Models
Language models contain ranking-based knowledge and are powerful solvers...
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05/25/2023
Overcoming Catastrophic Forgetting in Massively Multilingual Continual Learning
Real-life multilingual systems should be able to efficiently incorporate...
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12/19/2022
Dataless Knowledge Fusion by Merging Weights of Language Models
Fine-tuning pre-trained language models has become the prevalent paradig...
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07/06/2022
DIWIFT: Discovering Instance-wise Influential Features for Tabular Data
Tabular data is one of the most common data storage formats in business ...
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01/22/2020
MetaSelector: Meta-Learning for Recommendation with User-Level Adaptive Model Selection
Recommender systems often face heterogeneous datasets containing highly ...
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11/11/2019
Attending to Entities for Better Text Understanding
Recent progress in NLP witnessed the development of large-scale pre-trai...
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11/08/2018
Implicit Argument Prediction as Reading Comprehension
Implicit arguments, which cannot be detected solely through syntactic cu...
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02/20/2018