141 citations · 180 across the 15 of their papers we have counts for
5 papers · 1 filter
Neural Text Sanitization with Privacy Risk Indicators: An Empirical Analysis
Anthi Papadopoulou, Pierre Lison, Mark Anderson +2
Text sanitization is the task of redacting a document to mask all occurrences of (direct or indirect) personal identifiers, with the goal of concealing the identity of the individu…
Emotion Analysis of Tweets Banning Education in Afghanistan
Mohammad Ali Hussiny, Lilja Øvrelid
This paper introduces the first emotion annotated dataset for the Dari variant of Persian spoken in Afghanistan. The LetHerLearn dataset contains 7,600 tweets posted in reaction to…
Tokenization with Factorized Subword Encoding
David Samuel, Lilja Øvrelid
In recent years, language models have become increasingly larger and more complex. However, the input representations for these models continue to rely on simple and greedy subword…
Entity-Level Sentiment Analysis (ELSA): An exploratory task survey
Egil Rønningstad, Erik Velldal, Lilja Øvrelid
This paper explores the task of identifying the overall sentiment expressed towards volitional entities (persons and organizations) in a document -- what we refer to as Entity-Leve…
Trained on 100 million words and still in shape: BERT meets British National Corpus
David Samuel, Andrey Kutuzov, Lilja Øvrelid +1
While modern masked language models (LMs) are trained on ever larger corpora, we here explore the effects of down-scaling training to a modestly-sized but representative, well-bala…