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MIN_PT: An European Portuguese Lexicon for Minorities Related Terms
Hate speech-related lexicons have been proved to be useful for many tasks such as data collection and classification.
Cartography of Natural Language Processing for Social Good (NLP4SG): Searching for Definitions, Statistics and White Spots
Based on a list of keywords retrieved from the literature and revised in view of the task, we select from this corpus articles that can be considered to be on NLP4SG according to our definition and analyze them in terms of trends along the time line, etc.
How much pretraining data do language models need to learn syntax?
This calls for a study of the impact of pretraining data size on the knowledge of the models.
Assessing the Syntactic Capabilities of Transformer-based Multilingual Language Models
More specifically, we evaluate the syntactic generalization potential of the models on English and Spanish tests, comparing the syntactic abilities of monolingual and multilingual models on the same language (English), and of multilingual models on two different languages (English and Spanish).
On the Evolution of Syntactic Information Encoded by BERT's Contextualized Representations
The adaptation of pretrained language models to solve supervised tasks has become a baseline in NLP, and many recent works have focused on studying how linguistic information is encoded in the pretrained sentence representations.
