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Temporal Adaptation of BERT and Performance on Downstream Document Classification: Insights from Social Media

16 April 2021

Paul Röttger

Papers citing "Temporal Adaptation of BERT and Performance on Downstream Document Classification: Insights from Social Media"

21 / 21 papers shown

Title
Hatred Stems from Ignorance! Distillation of the Persuasion Modes in Countering Conversational Hate Speech Ghadi Alyahya Abeer Aldayel 77 2 0 18 Mar 2024
Pre-Training Transformers as Energy-Based Cloze Models Kevin Clark Minh-Thang Luong Quoc V. Le Christopher D. Manning 64 80 0 15 Dec 2020
Dynamic Contextualized Word Embeddings Valentin Hofmann J. Pierrehumbert Hinrich Schütze 90 52 0 23 Oct 2020
HABERTOR: An Efficient and Effective Deep Hatespeech Detector T. Tran Yifan Hu Changwei Hu Kevin Yen Fei Tan Kyumin Lee Serim Park VLM 69 32 0 17 Oct 2020
TIMME: Twitter Ideology-detection via Multi-task Multi-relational Embedding Zhiping Xiao Weiping Song Haoyan Xu Zhicheng Ren Yizhou Sun 60 74 0 02 Jun 2020
Don't Stop Pretraining: Adapt Language Models to Domains and Tasks Suchin Gururangan Ana Marasović Swabha Swayamdipta Kyle Lo Iz Beltagy Doug Downey Noah A. Smith VLM AI4CE CLL 164 2,435 0 23 Apr 2020
Towards the Systematic Reporting of the Energy and Carbon Footprints of Machine Learning Peter Henderson Jie Hu Joshua Romoff Emma Brunskill Dan Jurafsky Joelle Pineau 89 456 0 31 Jan 2020
Energy and Policy Considerations for Deep Learning in NLP Emma Strubell Ananya Ganesh Andrew McCallum 73 2,660 0 05 Jun 2019
IMHO Fine-Tuning Improves Claim Detection Tuhin Chakrabarty Christopher Hidey Kathleen McKeown 51 61 0 16 May 2019
Dynamic Evaluation of Transformer Language Models Ben Krause Emmanuel Kahembwe Iain Murray Steve Renals 87 43 0 17 Apr 2019
ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission Kexin Huang Jaan Altosaar Rajesh Ranganath OOD 124 909 0 10 Apr 2019
Publicly Available Clinical BERT Embeddings Emily Alsentzer John R. Murphy Willie Boag W. Weng Di Jin Tristan Naumann Matthew B. A. McDermott AI4MH 174 1,983 0 06 Apr 2019
Analyzing Polarization in Social Media: Method and Application to Tweets on 21 Mass Shootings Dorottya Demszky Nikhil Garg Rob Voigt James Zou M. Gentzkow Jesse M. Shapiro Dan Jurafsky 62 166 0 02 Apr 2019
SciBERT: A Pretrained Language Model for Scientific Text Iz Beltagy Kyle Lo Arman Cohan 168 2,985 0 26 Mar 2019
BioBERT: a pre-trained biomedical language representation model for biomedical text mining Jinhyuk Lee Wonjin Yoon Sungdong Kim Donghyeon Kim Sunkyu Kim Chan Ho So Jaewoo Kang OOD 180 5,672 0 25 Jan 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,175 0 11 Oct 2018
Semantic Variation in Online Communities of Practice Marco Del Tredici Raquel Fernández 105 39 0 15 Jun 2018
Cultural Shift or Linguistic Drift? Comparing Two Computational Measures of Semantic Change William L. Hamilton J. Leskovec Dan Jurafsky 69 230 0 09 Jun 2016
Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change William L. Hamilton J. Leskovec Dan Jurafsky 109 923 0 30 May 2016
Aligning Books and Movies: Towards Story-like Visual Explanations by Watching Movies and Reading Books Yukun Zhu Ryan Kiros R. Zemel Ruslan Salakhutdinov R. Urtasun Antonio Torralba Sanja Fidler 133 2,554 0 22 Jun 2015
Beyond word frequency: Bursts, lulls, and scaling in the temporal distributions of words E. Altmann J. Pierrehumbert A. Motter 111 188 0 15 Jan 2009