SocioProbe: What, When, and Where Language Models Learn about
Sociodemographics

SocioProbe: What, When, and Where Language Models Learn about Sociodemographics

8 November 2022

Federico Bianchi

Samuel R. Bowman

Papers citing "SocioProbe: What, When, and Where Language Models Learn about Sociodemographics"

10 / 10 papers shown

Title
Aligned Probing: Relating Toxic Behavior and Model Internals Andreas Waldis Vagrant Gautam Anne Lauscher Dietrich Klakow Iryna Gurevych 36 0 0 17 Mar 2025
The Call for Socially Aware Language Technologies Diyi Yang Dirk Hovy David Jurgens Barbara Plank VLM 51 11 0 24 Feb 2025
Establishing Trustworthiness: Rethinking Tasks and Model Evaluation Robert Litschko Max Müller-Eberstein Rob van der Goot Leon Weber Barbara Plank LRM 16 2 0 09 Oct 2023
Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models Oana Ignat Zhijing Jin Artem Abzaliev Laura Biester Santiago Castro ... Verónica Pérez-Rosas Siqi Shen Zekun Wang Winston Wu Rada Mihalcea LRM 24 6 0 21 May 2023
Fairness in Language Models Beyond English: Gaps and Challenges Krithika Ramesh Sunayana Sitaram Monojit Choudhury 25 23 0 24 Feb 2023
Can Demographic Factors Improve Text Classification? Revisiting Demographic Adaptation in the Age of Transformers Chia-Chien Hung Anne Lauscher Dirk Hovy Simone Paolo Ponzetto Goran Glavavs VLM AI4CE 25 14 0 13 Oct 2022
Probing for Bridging Inference in Transformer Language Models Onkar Pandit Yufang Hou 42 14 0 19 Apr 2021
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 406 2,584 0 03 Sep 2019
What you can cram into a single vector: Probing sentence embeddings for linguistic properties Alexis Conneau Germán Kruszewski Guillaume Lample Loïc Barrault Marco Baroni 199 882 0 03 May 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 294 6,950 0 20 Apr 2018