Data Bias

otherentity ID: databias

Related Papers

When POS data sets don’t add up: Combatting sample bias

Authors: nan

Publication: TIPSTER (2014)

DOI: nan

AbstractSeveral works in Natural Language Processing have recently looked into part-of-speech annotation of Twitter data and typically used their own data sets. Since conventions on Twitter change rapidly, models often …...

16485

On Commonsense Cues in BERT for Solving Commonsense Tasks

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

BERT has been used for solving common- sense tasks such as CommonsenseQA. While prior research has found that BERT does con- tain commonsense information to some extent, there has been …...

34120

Language technology practitioners as language managers: arbitrating data bias and predictive bias in ASR

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractDespite the fact that variation is a fundamental characteristic of natural language, automatic speech recognition systems perform systematically worse on non-standardised and marginalised language varieties. In this paper we use …...

14412

WADER at SemEval-2023 Task 9: A Weak-labelling framework for Data augmentation in tExt Regression Tasks

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractIntimacy is an essential element of human relationships and language is a crucial means of conveying it. Textual intimacy analysis can reveal social norms in different contexts and serve as …...

24704

What Works When in Context-aware Neural Machine Translation?

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractDocument-level Machine Translation has emerged as a promising means to enhance automated translation quality, but it is currently unclear how effectively context-aware models use the available context during translation. This …...

3029