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Papers
ADE Oracle at #SMM4H 2024: A Two-Stage NLP System for Extracting and Normalizing Adverse Drug Events from Tweets
ACL 2024
BIT@UA at #SMM4H 2024 Tasks 1 and 5: finding adverse drug events and children’s medical disorders in English tweets
ACL 2024
Enhancing Adverse Drug Event Detection with Multimodal Dataset: Corpus Creation and Model Development
ACL 2024
Evaluating the Robustness of Adverse Drug Event Classification Models using Templates
ACL 2024
HBUT at #SMM4H 2024 Task1: Extraction and Normalization of Adverse Drug Events with a Large Language Model
ACL 2024
LHS712_ADENotGood at #SMM4H 2024 Task 1: Deep-LLMADEminer: A deep learning and LLM pharmacovigilance pipeline for extraction and normalization of adverse drug event mentions on Twitter
ACL 2024
MALADE: Orchestration of LLM-powered Agents with Retrieval Augmented Generation for Pharmacovigilance
MLHC 2024
PolyuCBS at SMM4H 2024: LLM-based Medical Disorder and Adverse Drug Event Detection with Low-rank Adaptation
ACL 2024
RIGA at SMM4H-2024 Task 1: Enhancing ADE discovery with GPT-4
ACL 2024
SRCB at #SMM4H 2024: Making Full Use of LLM-based Data Augmentation in Adverse Drug Event Extraction and Normalization
ACL 2024
Team Yseop at #SMM4H 2024: Multilingual Pharmacovigilance Named Entity Recognition and Relation Extraction
ACL 2024
TLab at #SMM4H 2024: Retrieval-Augmented Generation for ADE Extraction and Normalization
ACL 2024
ADEQA: A Question Answer based approach for joint ADE-Suspect Extraction using Sequence-To-Sequence Transformers
ACL 2023
BioDEX: Large-Scale Biomedical Adverse Drug Event Extraction for Real-World Pharmacovigilance
EMNLP 2023
BOUN-TABI@SMM4H’22: Text-to-Text Adverse Drug Event Extraction with Data Balancing and Prompting
COLING 2022
HaleLab_NITK@SMM4H’22: Adaptive Learning Model for Effective Detection, Extraction and Normalization of Adverse Drug Events from Social Media Data
COLING 2022
OFU@SMM4H’22: Mining Advent Drug Events Using Pretrained Language Models
COLING 2022
UCCNLP@SMM4H’22:Label distribution aware long-tailed learning with post-hoc posterior calibration applied to text classification
COLING 2022
uestcc@SMM4H’22: RoBERTa based Adverse Drug Events Classification on Tweets
COLING 2022
NADE: A Benchmark for Robust Adverse Drug Events Extraction in Face of Negations
EMNLP 2021
Text Augmentation Techniques in Drug Adverse Effect Detection Task
NAACL 2021
A Dual-Attention Network for Joint Named Entity Recognition and Sentence Classification of Adverse Drug Events
EMNLP 2020
Evaluation of Transfer Learning for Adverse Drug Event (ADE) and Medication Entity Extraction
EMNLP 2020
Extracting Adverse Drug Event Information with Minimal Engineering
NAACL 2019
Identifying Adverse Drug Events Mentions in Tweets Using Attentive, Collocated, and Aggregated Medical Representation
ACL 2019