Multimodal Model with Text and Drug Embeddings for Adverse Drug Reaction Classification

21 October 2022

Papers citing "Multimodal Model with Text and Drug Embeddings for Adverse Drug Reaction Classification"

17 / 17 papers shown

Title
BERT based Transformers lead the way in Extraction of Health Information from Social Media Sidharth Ramesh Abhiraj Tiwari Parthivi Choubey Saisha Kashyap Sahil Khose Kumud Lakara Nishesh Singh Ujjwal Verma MedIm 44 13 0 15 Apr 2021
Molecular representation learning with language models and domain-relevant auxiliary tasks Benedek Fabian T. Edlich H. Gaspar Marwin H. S. Segler Joshua Meyers Marco Fiscato Mohamed Ahmed 70 128 0 26 Nov 2020
ChemBERTa: Large-Scale Self-Supervised Pretraining for Molecular Property Prediction Seyone Chithrananda Gabriel Grand Bharath Ramsundar AI4CE 92 410 0 19 Oct 2020
The Russian Drug Reaction Corpus and Neural Models for Drug Reactions and Effectiveness Detection in User Reviews E. Tutubalina I. Alimova Z. Miftahutdinov Andrey Sakhovskiy Valentin Malykh Sergey I. Nikolenko 53 44 0 07 Apr 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 541 42,591 0 03 Dec 2019
SMILES Transformer: Pre-trained Molecular Fingerprint for Low Data Drug Discovery Shion Honda Shoi Shi H. Ueda MedIm 78 175 0 12 Nov 2019
CamemBERT: a Tasty French Language Model Louis Martin Benjamin Muller Pedro Ortiz Suarez Yoann Dupont Laurent Romary Eric Villemonte de la Clergerie Djamé Seddah Benoît Sagot 117 975 0 10 Nov 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
Multimodal Transformer with Multi-View Visual Representation for Image Captioning Jun-chen Yu Jing Li Zhou Yu Qingming Huang ViT 61 384 0 20 May 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
Enhancing Drug-Drug Interaction Extraction from Texts by Molecular Structure Information Masaki Asada Makoto Miwa Yutaka Sasaki 40 45 0 15 May 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 778 132,363 0 12 Jun 2017
Enriching Word Vectors with Subword Information Piotr Bojanowski Edouard Grave Armand Joulin Tomas Mikolov NAI SSL VLM 229 9,980 0 15 Jul 2016
Gaussian Error Linear Units (GELUs) Dan Hendrycks Kevin Gimpel 174 5,042 0 27 Jun 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.0K 150,312 0 22 Dec 2014
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 641 13,432 0 25 Aug 2014
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 682 31,544 0 16 Jan 2013