LMSOC: An Approach for Socially Sensitive Pretraining

20 October 2021

Papers citing "LMSOC: An Approach for Socially Sensitive Pretraining"

20 / 20 papers shown

Title
From Languages to Geographies: Towards Evaluating Cultural Bias in Hate Speech Datasets Manuel Tonneau Diyi Liu Samuel Fraiberger Ralph Schroeder Scott A. Hale Paul Röttger 44 6 0 27 Apr 2024
Exploring the Value of Personalized Word Embeddings Charles F Welch Jonathan K. Kummerfeld Verónica Pérez-Rosas Rada Mihalcea 42 15 0 11 Nov 2020
Dynamic Contextualized Word Embeddings Valentin Hofmann J. Pierrehumbert Hinrich Schütze 53 52 0 23 Oct 2020
Compositional Demographic Word Embeddings Charles F Welch Jonathan K. Kummerfeld Verónica Pérez-Rosas Rada Mihalcea 39 32 0 06 Oct 2020
CTRL: A Conditional Transformer Language Model for Controllable Generation N. Keskar Bryan McCann Lav Varshney Caiming Xiong R. Socher AI4CE 99 1,239 0 11 Sep 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 398 24,160 0 26 Jul 2019
XLNet: Generalized Autoregressive Pretraining for Language Understanding Zhilin Yang Zihang Dai Yiming Yang J. Carbonell Ruslan Salakhutdinov Quoc V. Le AI4CE 178 8,386 0 19 Jun 2019
Measuring Bias in Contextualized Word Representations Keita Kurita Nidhi Vyas Ayush Pareek A. Black Yulia Tsvetkov 72 448 0 18 Jun 2019
On Measuring Social Biases in Sentence Encoders Chandler May Alex Jinpeng Wang Shikha Bordia Samuel R. Bowman Rachel Rudinger 70 596 0 25 Mar 2019
Context-Aware Self-Attention Networks Baosong Yang Jian Li Derek F. Wong Lidia S. Chao Xing Wang Zhaopeng Tu 50 113 0 15 Feb 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 943 93,936 0 11 Oct 2018
Residualized Factor Adaptation for Community Social Media Prediction Tasks Mohammadzaman Zamani H. Andrew Schwartz Veronica E. Lynn Salvatore Giorgi Niranjan Balasubramanian 18 10 0 28 Aug 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 104 11,520 0 15 Feb 2018
Recent Trends in Deep Learning Based Natural Language Processing Tom Young Devamanyu Hazarika Soujanya Poria Min Zhang 63 2,832 0 09 Aug 2017
Inductive Representation Learning on Large Graphs William L. Hamilton Z. Ying J. Leskovec 386 15,066 0 07 Jun 2017
node2vec: Scalable Feature Learning for Networks Aditya Grover J. Leskovec 152 10,825 0 03 Jul 2016
Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change William L. Hamilton J. Leskovec Dan Jurafsky 70 915 0 30 May 2016
Computational Sociolinguistics: A Survey D. Nguyen A. Seza Doğruöz Carolyn Rose F. D. Jong AI4CE 36 185 0 30 Aug 2015
Confounds and Consequences in Geotagged Twitter Data Umashanthi Pavalanathan Jacob Eisenstein 44 99 0 07 Jun 2015
Statistically Significant Detection of Linguistic Change Vivek Kulkarni Rami Al-Rfou Bryan Perozzi Steven Skiena 101 470 0 12 Nov 2014