How to Fine-Tune BERT for Text Classification?

How to Fine-Tune BERT for Text Classification?

14 May 2019

Xipeng Qiu

Xuanjing Huang

Papers citing "How to Fine-Tune BERT for Text Classification?"

19 / 169 papers shown

Title
GLUECoS : An Evaluation Benchmark for Code-Switched NLP Simran Khanuja Sandipan Dandapat A. Srinivasan Sunayana Sitaram Monojit Choudhury ELM 29 142 0 26 Apr 2020
DIET: Lightweight Language Understanding for Dialogue Systems Tanja Bunk Daksh Varshneya Vladimir Vlasov Alan Nichol 27 160 0 21 Apr 2020
How recurrent networks implement contextual processing in sentiment analysis Niru Maheswaranathan David Sussillo 22 22 0 17 Apr 2020
Beyond Fine-tuning: Few-Sample Sentence Embedding Transfer Siddhant Garg Rohit Kumar Sharma Yingyu Liang 36 4 0 10 Apr 2020
Meta Fine-Tuning Neural Language Models for Multi-Domain Text Mining Chengyu Wang Minghui Qiu Jun Huang Xiaofeng He AI4CE 34 24 0 29 Mar 2020
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 246 1,454 0 18 Mar 2020
Calibration of Pre-trained Transformers Shrey Desai Greg Durrett UQLM 246 290 0 17 Mar 2020
Adaptive Name Entity Recognition under Highly Unbalanced Data Thong Nguyen Duy Nguyen Pramod Rao 14 9 0 10 Mar 2020
Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition Xiaolei Huang Linzi Xing Franck Dernoncourt Michael J. Paul 16 87 0 24 Feb 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 258 1,591 0 21 Jan 2020
RobBERT: a Dutch RoBERTa-based Language Model Pieter Delobelle Thomas Winters Bettina Berendt 18 233 0 17 Jan 2020
Understanding BERT performance in propaganda analysis Yiqing Hua 30 16 0 11 Nov 2019
Current Limitations in Cyberbullying Detection: on Evaluation Criteria, Reproducibility, and Data Scarcity Chris Emmery B. Verhoeven G. Pauw Gilles Jacobs Cynthia Van Hee Els Lefever Bart Desmet Véronique Hoste Walter Daelemans 25 43 0 25 Oct 2019
Language models and Automated Essay Scoring Pedro Uría Rodríguez Amir Jafari C. Ormerod 30 82 0 18 Sep 2019
Temporal FiLM: Capturing Long-Range Sequence Dependencies with Feature-Wise Modulations Sawyer Birnbaum Volodymyr Kuleshov S. Enam Pang Wei Koh Stefano Ermon AI4TS 24 68 0 14 Sep 2019
PrivFT: Private and Fast Text Classification with Homomorphic Encryption Ahmad Al Badawi Louie Hoang Chan Fook Mun Kim Laine Khin Mi Mi Aung 27 79 0 19 Aug 2019
To Tune or Not To Tune? How About the Best of Both Worlds? Ran A. Wang Haibo Su Chunye Wang Kailin Ji J. Ding VLM 36 17 0 09 Jul 2019
Compositional Coding Capsule Network with K-Means Routing for Text Classification Hao Ren Hong-wei Lu 24 53 0 22 Oct 2018
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhehuai Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 718 6,750 0 26 Sep 2016