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01/02/2023
The Undesirable Dependence on Frequency of Gender Bias Metrics Based on Word Embeddings
Numerous works use word embedding-based metrics to quantify societal bia...
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11/15/2022
The Dependence on Frequency of Word Embedding Similarity Measures
Recent research has shown that static word embeddings can encode word fr...
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04/13/2021
On the interpretation and significance of bias metrics in texts: a PMI-based approach
In recent years, the use of word embeddings has become popular to measur...
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11/24/2020
Gender bias in magazines oriented to men and women: a computational approach
Cultural products are a source to acquire individual values and behaviou...
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09/17/2020
Zero-shot Multi-Domain Dialog State Tracking Using Descriptive Rules
In this work, we present a framework for incorporating descriptive logic...
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12/28/2017
Corpus specificity in LSA and Word2vec: the role of out-of-domain documents
Latent Semantic Analysis (LSA) and Word2vec are some of the most widely ...
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10/05/2016