24 citations · 81 across the 44 of their papers we have counts for
4 papers · 1 filter
Correcting Sociodemographic Selection Biases for Population Prediction from Social Media
Salvatore Giorgi, Veronica Lynn, Keshav Gupta +4
Social media is increasingly used for large-scale population predictions, such as estimating community health statistics. However, social media users are not typically a representa…
DiaNet: BERT and Hierarchical Attention Multi-Task Learning of Fine-Grained Dialect
Muhammad Abdul-Mageed, Chiyu Zhang, AbdelRahim Elmadany +2
Prediction of language varieties and dialects is an important language processing task, with a wide range of applications. For Arabic, the native tongue of ~ 300 million people, mo…
Conceptor Debiasing of Word Representations Evaluated on WEAT
Saket Karve, Lyle Ungar, João Sedoc
Bias in word embeddings such as Word2Vec has been widely investigated, and many efforts made to remove such bias. We show how to use conceptors debiasing to post-process both tradi…
Continual Learning for Sentence Representations Using Conceptors
Tianlin Liu, Lyle Ungar, João Sedoc
Distributed representations of sentences have become ubiquitous in natural language processing tasks. In this paper, we consider a continual learning scenario for sentence represen…