1 citations · 1 across the 3 of their papers we have counts for
9 papers
Identifying Helpful Sentences in Product Reviews
Iftah Gamzu, Hila Gonen, Gilad Kutiel +2
In recent years online shopping has gained momentum and became an important venue for customers wishing to save time and simplify their shopping process. A key advantage of shoppin…
Pick a Fight or Bite your Tongue: Investigation of Gender Differences in Idiomatic Language Usage
Ella Rabinovich, Hila Gonen, Suzanne Stevenson
A large body of research on gender-linked language has established foundations regarding cross-gender differences in lexical, emotional, and topical preferences, along with their s…
It's not Greek to mBERT: Inducing Word-Level Translations from Multilingual BERT
Hila Gonen, Shauli Ravfogel, Yanai Elazar +1
Recent works have demonstrated that multilingual BERT (mBERT) learns rich cross-lingual representations, that allow for transfer across languages. We study the word-level translati…
Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection
Shauli Ravfogel, Yanai Elazar, Hila Gonen +2
The ability to control for the kinds of information encoded in neural representation has a variety of use cases, especially in light of the challenge of interpreting these models.…
Automatically Identifying Gender Issues in Machine Translation using Perturbations
Hila Gonen, Kellie Webster
The successful application of neural methods to machine translation has realized huge quality advances for the community. With these improvements, many have noted outstanding chall…
How does Grammatical Gender Affect Noun Representations in Gender-Marking Languages?
Hila Gonen, Yova Kementchedjhieva, Yoav Goldberg
Many natural languages assign grammatical gender also to inanimate nouns in the language. In such languages, words that relate to the gender-marked nouns are inflected to agree wit…