Extraction of Medication Names from Twitter Using Augmentation and an Ensemble of Language Models

12 November 2021

Papers citing "Extraction of Medication Names from Twitter Using Augmentation and an Ensemble of Language Models"

8 / 8 papers shown

Title
TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification Francesco Barbieri Jose Camacho-Collados Leonardo Neves Luis Espinosa-Anke VLM 84 724 0 23 Oct 2020
TweetBERT: A Pretrained Language Representation Model for Twitter Text Analysis Mohiuddin Md Abdul Qudar Vijay K. Mago SSeg 52 37 0 17 Oct 2020
Cost-effective Selection of Pretraining Data: A Case Study of Pretraining BERT on Social Media Xiang Dai Sarvnaz Karimi Ben Hachey Cécile Paris 50 35 0 02 Oct 2020
BERTweet: A pre-trained language model for English Tweets Dat Quoc Nguyen Thanh Tien Vu A. Nguyen VLM 99 919 0 20 May 2020
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 483 20,317 0 23 Oct 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 677 24,541 0 26 Jul 2019
Deep Neural Networks Ensemble for Detecting Medication Mentions in Tweets D. Weissenbacher A. Sarker A. Klein K. O’Connor Arjun Magge Ranganatha G. Gonzalez-Hernandez 28 47 0 10 Apr 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