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A Benchmark for Neural Readability Assessment of Texts in Spanish
We release a new benchmark for Automated Readability Assessment (ARA) of texts in Spanish. We combined existing corpora with suitable …
Laura Vásquez-Rodrı́guez, Pedro-Manuel Cuenca-Jiménez, Sergio Morales-Esquivel, Fernando Alva-Manchego
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Generative Language Models for Paragraph-Level Question Generation
Powerful generative models have led to recent progress in question generation (QG). However, it is difficult to measure advances in QG …
Asahi Ushio, Fernando Alva-Manchego, Jose Camacho-Collados
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Guiding Generative Language Models for Data Augmentation in Few-Shot Text Classification
Data augmentation techniques are widely used for enhancing the performance of machine learning models by tackling class imbalance …
Aleks Edwards, Asahi Ushio, Jose Camacho-Collados, Hélène de Ribaupierre, Alun Preece
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Improving Embeddings Representations for Comparing Higher Education Curricula: A Use Case in Computing
We propose an approach for comparing curricula of study programs in higher education. Pre-trained word embeddings are fine-tuned in a …
Jeffri Murrugarra-Llerena, Fernando Alva-Manchego, Nils Murrugarra-Llerena
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Probing Relational Knowledge in Language Models via Word Analogies
Understanding relational knowledge plays an integral part in natural language comprehension. When it comes to pre-trained language …
Kiamehr Rezaee, Jose Camacho-Collados
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TweetNLP: Cutting-Edge Natural Language Processing for Social Media
In this paper we present TweetNLP, an integrated platform for Natural Language Processing (NLP) in social media. TweetNLP supports a …
Jose Camacho-Collados, Kiamehr Rezaee, Talayeh Riahi, Asahi Ushio, Daniel Loureiro, Dimosthenis Antypas, Joanne Boisson, Luis Espinosa-Anke, Fangyu Liu, Eugenio Martı́nez Cámara
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Named Entity Recognition in Twitter: A Dataset and Analysis on Short-Term Temporal Shifts
Recent progress in language model pre-training has led to important improvements in Named Entity Recognition (NER). Nonetheless, this …
Asahi Ushio, Francesco Barbieri, Vitor Sousa, Leonardo Neves, Jose Camacho-Collados
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Neural Readability Pairwise Ranking for Sentences in Italian Administrative Language
Automatic Readability Assessment aims at assigning a complexity level to a given text, which could help improve the accessibility to …
Martina Miliani, Serena Auriemma, Fernando Alva-Manchego, Alessandro Lenci
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TempoWiC: An Evaluation Benchmark for Detecting Meaning Shift in Social Media
Language evolves over time, and word meaning changes accordingly. This is especially true in social media, since its dynamic nature …
Daniel Loureiro, Aminette D′Souza, Areej Nasser Muhajab, Isabella A. White, Gabriel Wong, Luis Espinosa-Anke, Leonardo Neves, Francesco Barbieri, Jose Camacho-Collados
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Twitter Topic Classification
Social media platforms host discussions about a wide variety of topics that arise everyday. Making sense of all the content and …
Dimosthenis Antypas, Asahi Ushio, Jose Camacho-Collados, Vitor Silva, Leonardo Neves, Francesco Barbieri
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