Geographic Adaptation of Pretrained Language Models

Geographic Adaptation of Pretrained Language Models

16 March 2022

Valentin Hofmann

Nikola Ljubevsić

J. Pierrehumbert

Hinrich Schütze

Papers citing "Geographic Adaptation of Pretrained Language Models"

19 / 69 papers shown

Title
Multi-Task Deep Neural Networks for Natural Language Understanding Xiaodong Liu Pengcheng He Weizhu Chen Jianfeng Gao AI4CE 121 1,270 0 31 Jan 2019
Assessing BERT's Syntactic Abilities Yoav Goldberg 71 495 0 16 Jan 2019
Sentence Encoders on STILTs: Supplementary Training on Intermediate Labeled-data Tasks Jason Phang Thibault Févry Samuel R. Bowman 85 468 0 02 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.5K 94,511 0 11 Oct 2018
Semi-supervised User Geolocation via Graph Convolutional Networks Afshin Rahimi Trevor Cohn Timothy Baldwin GNN SSL 63 158 0 22 Apr 2018
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics Alex Kendall Y. Gal R. Cipolla 3DH 258 3,122 0 19 May 2017
A Neural Model for User Geolocation and Lexical Dialectology Afshin Rahimi Trevor Cohn Timothy Baldwin FedML 43 79 0 13 Apr 2017
What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? Alex Kendall Y. Gal BDL OOD UD UQCV PER 338 4,700 0 15 Mar 2017
Demographic Dialectal Variation in Social Media: A Case Study of African-American English Su Lin Blodgett Lisa Green Brendan O'Connor 86 354 0 31 Aug 2016
Semantics derived automatically from language corpora contain human-like biases Aylin Caliskan J. Bryson Arvind Narayanan 195 2,661 0 25 Aug 2016
Enriching Word Vectors with Subword Information Piotr Bojanowski Edouard Grave Armand Joulin Tomas Mikolov NAI SSL VLM 220 9,957 0 15 Jul 2016
Bag of Tricks for Efficient Text Classification Armand Joulin Edouard Grave Piotr Bojanowski Tomas Mikolov VLM 156 4,612 0 06 Jul 2016
Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change William L. Hamilton J. Leskovec Dan Jurafsky 89 917 0 30 May 2016
Freshman or Fresher? Quantifying the Geographic Variation of Internet Language Vivek Kulkarni Bryan Perozzi Steven Skiena 69 49 0 22 Oct 2015
Twitter User Geolocation Using a Unified Text and Network Prediction Model Afshin Rahimi Trevor Cohn Timothy Baldwin 36 101 0 27 Jun 2015
Exploiting Text and Network Context for Geolocation of Social Media Users Afshin Rahimi D. Vu Trevor Cohn Timothy Baldwin 36 83 0 16 Jun 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.5K 149,842 0 22 Dec 2014
Inferring the Origin Locations of Tweets with Quantitative Confidence R. Priedhorsky A. Culotta S. D. Valle 48 122 0 16 May 2013
Diffusion of Lexical Change in Social Media Jacob Eisenstein Brendan O'Connor Noah A. Smith Eric Xing 64 247 0 18 Oct 2012