Towards Simple and Efficient Task-Adaptive Pre-training for Text
Classification

Towards Simple and Efficient Task-Adaptive Pre-training for Text Classification

26 September 2022

Aamir Miyajiwala

Samiksha Jagadale

Papers citing "Towards Simple and Efficient Task-Adaptive Pre-training for Text Classification"

11 / 11 papers shown

Title
L3Cube-MahaCorpus and MahaBERT: Marathi Monolingual Corpus, Marathi BERT Language Models, and Resources Raviraj Joshi 71 54 0 02 Feb 2022
Comparative Study of Long Document Classification Vedangi Wagh Snehal Khandve Isha Joshi Apurva Wani Geetanjali Kale Raviraj Joshi 71 27 0 01 Nov 2021
Task-adaptive Pre-training of Language Models with Word Embedding Regularization Kosuke Nishida Kyosuke Nishida Sen Yoshida VLM 66 8 0 17 Sep 2021
Efficient Domain Adaptation of Language Models via Adaptive Tokenization Vin Sachidananda Jason S Kessler Yi-An Lai 45 36 0 15 Sep 2021
Task-adaptive Pre-training and Self-training are Complementary for Natural Language Understanding Shiyang Li Semih Yavuz Wenhu Chen Xifeng Yan 36 12 0 14 Sep 2021
Evaluating Deep Learning Approaches for Covid19 Fake News Detection Apurva Wani Isha Joshi Snehal Khandve Vedangi Wagh Raviraj Joshi GNN 126 111 0 11 Jan 2021
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 152 2,424 0 23 Apr 2020
Linguistic Knowledge and Transferability of Contextual Representations Nelson F. Liu Matt Gardner Yonatan Belinkov Matthew E. Peters Noah A. Smith 119 731 0 21 Mar 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.7K 94,770 0 11 Oct 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 206 11,549 0 15 Feb 2018
Learned in Translation: Contextualized Word Vectors Bryan McCann James Bradbury Caiming Xiong R. Socher 115 909 0 01 Aug 2017