Search Results for author: Vera Axelrod

Found 9 papers, 3 papers with code

Mind the GAP: A Balanced Corpus of Gendered Ambiguous Pronouns

4 code implementations TACL 2018 Kellie Webster, Marta Recasens, Vera Axelrod, Jason Baldridge

Coreference resolution is an important task for natural language understanding, and the resolution of ambiguous pronouns a longstanding challenge.

Natural Language Understanding

XTREME-S: Evaluating Cross-lingual Speech Representations

no code implementations21 Mar 2022 Alexis Conneau, Ankur Bapna, Yu Zhang, Min Ma, Patrick von Platen, Anton Lozhkov, Colin Cherry, Ye Jia, Clara Rivera, Mihir Kale, Daan van Esch, Vera Axelrod, Simran Khanuja, Jonathan H. Clark, Orhan Firat, Michael Auli, Sebastian Ruder, Jason Riesa, Melvin Johnson

Covering 102 languages from 10+ language families, 3 different domains and 4 task families, XTREME-S aims to simplify multilingual speech representation evaluation, as well as catalyze research in "universal" speech representation learning.

Representation Learning Retrieval +4

Flexible text generation for counterfactual fairness probing

no code implementations NAACL (WOAH) 2022 Zee Fryer, Vera Axelrod, Ben Packer, Alex Beutel, Jilin Chen, Kellie Webster

A common approach for testing fairness issues in text-based classifiers is through the use of counterfactuals: does the classifier output change if a sensitive attribute in the input is changed?

Attribute counterfactual +2

Label Aware Speech Representation Learning For Language Identification

no code implementations7 Jun 2023 Shikhar Vashishth, Shikhar Bharadwaj, Sriram Ganapathy, Ankur Bapna, Min Ma, Wei Han, Vera Axelrod, Partha Talukdar

In this paper, we propose a novel framework of combining self-supervised representation learning with the language label information for the pre-training task.

Language Identification Missing Labels +3

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