paper-with-me

Papers

Objectifying Women? A Syntactic Bias in French and English Corpora.

2022-06-01 · LATERAISSE (LREC) 2022 6 · Yanis da Cunha, Anne Abeillé

Gender biases in syntax have been documented for languages with grammatical gender for cases where mixed-gender coordination structures take masculine agreement, or with male-first preference in the ordering of pairs (Adam and Eve). On the basis of various annotated corpora spanning different genres (fiction, newspapers, speech and web), we show another syntactic gender bias: masculine pronouns are more often subjects than feminine pronouns, in both English and French. We find the same bias towards masculine subjects for French human nouns, which then refer to males and females. Comparing the subject of passive verbs and the object of active verbs, we show that this syntactic function bias is not reducible to a bias in semantic role assignment since it is also found with non-agentive subjects. For French fiction, we also found that the masculine syntactic function bias is larger in text written by male authors – female authors seem to be unbiased. We finally discuss two principles as possible explanations, ‘Like Me’ and ‘Easy first’, and examine the effect of the discourse tendency for men being agents and topics. We conclude by addressing the impact of such biases in language technologies.

📄 PDF Abstract BibTeX

Code (0)

등록된 구현이 없습니다.

Similar Papers 제목 키워드 기반

GeNRe: A French Gender-Neutral Rewriting System Using Collective Nouns

2025-05-29 · Enzo Doyen, Amalia Todirascu

A significant portion of the textual data used in the field of Natural Language Processing (NLP) exhibits gender biases, particularly due to the use of masculine generics (masculine words that are supposed to refer to mi…

Man Made Language Models? Evaluating LLMs' Perpetuation of Masculine Generics Bias

2025-02-14 · Enzo Doyen, Amalia Todirascu

Large language models (LLMs) have been shown to propagate and even amplify gender bias, in English and other languages, in specific or constrained contexts. However, no studies so far have focused on gender biases convey…

Cross-lingual Transfer of Correlations between Parts of Speech and Gaze Features

2016-12-01 · COLING 2016 12 · Maria Barrett, Frank Keller, Anders S{\o}gaard

Several recent studies have shown that eye movements during reading provide information about grammatical and syntactic processing, which can assist the induction of NLP models. All these studies have been limited to Eng…

Cross-Lingual TransferPOSPOS TaggingSentence Compression

Adapting VerbNet to French using existing resources

2014-05-01 · LREC 2014 5 · Quentin Pradet, Laurence Danlos, Ga{\"e}l de Chalendar

VerbNet is an English lexical resource for verbs that has proven useful for English NLP due to its high coverage and coherent classification. Such a resource doesn’t exist for other languages, despite some (mostly automa…

Machine TranslationSemantic Role LabelingSemantic Textual SimilarityStock Prediction+1

Automatic Disambiguation of French Discourse Connectives

2017-04-18 · Majid Laali, Leila Kosseim

Discourse connectives (e.g. however, because) are terms that can explicitly convey a discourse relation within a text. While discourse connectives have been shown to be an effective clue to automatically identify discour…