Projection-Based Regularized Dual Averaging for Stochastic Optimization von Ushio, Asahi, Yukawa, Masahiro

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Volatility forecasts using stochastic volatility models with nonlinear leverage effects von McAlinn, Kenichiro, Ushio, Asahi, Nakatsuma, Teruo

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T-NER: An All-Round Python Library for Transformer-based Named Entity Recognition von Ushio, Asahi, Camacho-Collados, Jose

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Distilling Relation Embeddings from Pre-trained Language Models von Asahi Ushio, Camacho-Collados, Jose, Schockaert, Steven

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Back to the Basics: A Quantitative Analysis of Statistical and Graph-Based Term Weighting Schemes for Keyword Extraction von Asahi Ushio, Liberatore, Federico, Camacho-Collados, Jose

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A Systematic Analysis on the Temporal Generalization of Language Models in Social Media von Ushio, Asahi, Camacho-Collados, Jose

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RelBERT: Embedding Relations with Language Models von Ushio, Asahi, Camacho-Collados, Jose, Schockaert, Steven

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A RelEntLess Benchmark for Modelling Graded Relations between Named Entities von Ushio, Asahi, Collados, Jose Camacho, Schockaert, Steven

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An Efficient Multilingual Language Model Compression through Vocabulary Trimming von Ushio, Asahi, Zhou, Yi, Camacho-Collados, Jose

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Multilingual Topic Classification in X: Dataset and Analysis von Antypas, Dimosthenis, Ushio, Asahi, Barbieri, Francesco, Camacho-Collados, Jose

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A Systematic Analysis on the Temporal Generalization of Language Models in Social Media von Asahi Ushio, Camacho-Collados, Jose

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A Practical Toolkit for Multilingual Question and Answer Generation von Ushio, Asahi, Alva-Manchego, Fernando, Camacho-Collados, Jose

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An Empirical Comparison of LM-based Question and Answer Generation Methods von Ushio, Asahi, Alva-Manchego, Fernando, Camacho-Collados, Jose

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Generative Language Models for Paragraph-Level Question Generation von Ushio, Asahi, Alva-Manchego, Fernando, Camacho-Collados, Jose

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A RelEntLess Benchmark for Modelling Graded Relations between Named Entities von Asahi Ushio, Jose Camacho Collados, Schockaert, Steven

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An Efficient Multilingual Language Model Compression through Vocabulary Trimming von Asahi Ushio, Zhou, Yi, Camacho-Collados, Jose

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RelBERT: Embedding Relations with Language Models von Asahi Ushio, Camacho-Collados, Jose, Schockaert, Steven

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BERT is to NLP what AlexNet is to CV: Can Pre-Trained Language Models Identify Analogies? von Ushio, Asahi, Espinosa-Anke, Luis, Schockaert, Steven, Camacho-Collados, Jose

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SuperTweetEval: A Challenging, Unified and Heterogeneous Benchmark for Social Media NLP Research von Antypas, Dimosthenis, Ushio, Asahi, Barbieri, Francesco, Neves, Leonardo, Rezaee, Kiamehr, Espinosa-Anke, Luis, Pei, Jiaxin, Camacho-Collados, Jose

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Named Entity Recognition in Twitter: A Dataset and Analysis on Short-Term Temporal Shifts von Ushio, Asahi, Neves, Leonardo, Silva, Vitor, Barbieri, Francesco, Camacho-Collados, Jose

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