2021 share record
persistent URL:
Alham Fikri Aji , Made Nindyatama Nityasya , Haryo Akbarianto Wibowo , Radityo Eko Prasojo , Tirana Fatyanosa : BERT Goes Brrr: A Venture Towards the Lesser Error in Classifying Medical Self-Reporters on Twitter. SMM4H@NAACL-HLT 2021 : 58-64 share record
persistent URL:
Pavel Blinov : Text Augmentation Techniques in Drug Adverse Effect Detection Task. SMM4H@NAACL-HLT 2021 : 95-97 share record
persistent URL:
Sergio Santamaria Carrasco , Roberto Cuervo Rosillo : Word Embeddings, Cosine Similarity and Deep Learning for Identification of Professions & Occupations in Health-related Social Media. SMM4H@NAACL-HLT 2021 : 74-76 share record
persistent URL:
Joseph Cornelius , Tilia Ellendorff , Fabio Rinaldi : Approaching SMM4H with auto-regressive language models and back-translation. SMM4H@NAACL-HLT 2021 : 146-148 share record
persistent URL:
George-Andrei Dima , Dumitru-Clementin Cercel , Mihai Dascalu : Transformer-based Multi-Task Learning for Adverse Effect Mention Analysis in Tweets. SMM4H@NAACL-HLT 2021 : 44-51 share record
persistent URL:
Mohab Elkaref , Lamiece Hassan : A Joint Training Approach to Tweet Classification and Adverse Effect Extraction and Normalization for SMM4H 2021. SMM4H@NAACL-HLT 2021 : 91-94 share record
persistent URL:
David Carreto Fidalgo , Daniel Vila-Suero , Francisco Aranda Montes , Ignacio Talavera : System description for ProfNER - SMMH: Optimized finetuning of a pretrained transformer and word vectors. SMM4H@NAACL-HLT 2021 : 69-73 share record
persistent URL:
Max Fleming , Priyanka Dondeti , Caitlin N. Dreisbach , Adam Poliak : Fine-tuning Transformers for Identifying Self-Reporting Potential Cases and Symptoms of COVID-19 in Tweets. SMM4H@NAACL-HLT 2021 : 131-134 share record
persistent URL:
Yuting Guo , Yao Ge , Mohammed Ali Al-Garadi , Abeed Sarker : Pre-trained Transformer-based Classification and Span Detection Models for Social Media Health Applications. SMM4H@NAACL-HLT 2021 : 52-57 share record
persistent URL:
Zongcheng Ji , Tian Xia , Mei Han : PAII-NLP at SMM4H 2021: Joint Extraction and Normalization of Adverse Drug Effect Mentions in Tweets. SMM4H@NAACL-HLT 2021 : 126-127 share record
persistent URL:
Payam Karisani , Jinho D. Choi , Li Xiong : View Distillation with Unlabeled Data for Extracting Adverse Drug Effects from User-Generated Data. SMM4H@NAACL-HLT 2021 : 7-12 share record
persistent URL:
Tanay Kayastha , Pranjal Gupta , Pushpak Bhattacharyya : BERT based Adverse Drug Effect Tweet Classification. SMM4H@NAACL-HLT 2021 : 88-90 share record
persistent URL:
Deepak Kumar , Nalin Kumar , Subhankar Mishra : NLP@NISER: Classification of COVID19 tweets containing symptoms. SMM4H@NAACL-HLT 2021 : 102-104 share record
persistent URL:
Adarsh Kumar , Ojasv Kamal , Susmita Mazumdar : Adversities are all you need: Classification of self-reported breast cancer posts on Twitter using Adversarial Fine-tuning. SMM4H@NAACL-HLT 2021 : 112-114 share record
persistent URL:
Lung-Hao Lee , Man-Chen Hung , Chien-Huan Lu , Chang-Hao Chen , Po-Lei Lee , Kuo-Kai Shyu : Classification of Tweets Self-reporting Adverse Pregnancy Outcomes and Potential COVID-19 Cases Using RoBERTa Transformers. SMM4H@NAACL-HLT 2021 : 98-101 share record
persistent URL:
Frances Adriana Laureano De Leon , Harish Tayyar Madabushi , Mark Lee : UoB at ProfNER 2021: Data Augmentation for Classification Using Machine Translation. SMM4H@NAACL-HLT 2021 : 115-117 share record
persistent URL:
Ying Luo , Lis Pereira , Ichiro Kobayashi : OCHADAI at SMM4H-2021 Task 5: Classifying self-reporting tweets on potential cases of COVID-19 by ensembling pre-trained language models. SMM4H@NAACL-HLT 2021 : 123-125 export record
dblp key:
conf/smm4h/MaggeKMAAMFLFOWTSBKG21 share record
persistent URL:
Arjun Magge , Ari Z. Klein , Antonio Miranda-Escalada , Mohammed Ali Al-Garadi , Ilseyar Alimova , Zulfat Miftahutdinov , Eulàlia Farré , Salvador Lima-López , Ivan Flores , Karen O'Connor , Davy Weissenbacher , Elena Tutubalina , Abeed Sarker , Juan M. Banda , Martin Krallinger , Graciela Gonzalez-Hernandez : Overview of the Sixth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at NAACL 2021. SMM4H@NAACL-HLT 2021 : 21-32 export record
dblp key:
conf/smm4h/MesaMurgadoPLML21 share record
persistent URL:
José-Alberto Mesa-Murgado , Ana Belén Parras Portillo , Pilar López-Úbeda , María Teresa Martín-Valdivia , Luis Alfonso Ureña López : Identifying professions & occupations in Health-related Social Media using Natural Language Processing. SMM4H@NAACL-HLT 2021 : 141-145 export record
dblp key:
conf/smm4h/MirandaEscaladaFLGBAK21 share record
persistent URL:
Antonio Miranda-Escalada , Eulàlia Farré-Maduell , Salvador Lima-López , Luis Gascó , Vicent Brivá-Iglesias , Marvin Agüero-Torales , Martin Krallinger : The ProfNER shared task on automatic recognition of occupation mentions in social media: systems, evaluation, guidelines, embeddings and corpora. SMM4H@NAACL-HLT 2021 : 13-20 share record
persistent URL:
Anupam Mondal , Sainik Kumar Mahata , Monalisa Dey , Dipankar Das : Classification of COVID19 tweets using Machine Learning Approaches. SMM4H@NAACL-HLT 2021 : 135-137 share record
persistent URL:
Jingcheng Niu , Erin E. Rees , Victoria Ng , Gerald Penn : Statistically Evaluating Social Media Sentiment Trends towards COVID-19 Non-Pharmaceutical Interventions with Event Studies. SMM4H@NAACL-HLT 2021 : 1-6 share record
persistent URL:
Atul Kr. Ojha , Priya Rani , Koustava Goswami , Bharathi Raja Chakravarthi , John P. McCrae : ULD-NUIG at Social Media Mining for Health Applications (#SMM4H) Shared Task 2021. SMM4H@NAACL-HLT 2021 : 149-152 share record
persistent URL:
Victoria Pachón , Jacinto Mata Vázquez , Juan Luis Domínguez-Olmedo : Identification of profession & occupation in Health-related Social Media using tweets in Spanish. SMM4H@NAACL-HLT 2021 : 105-107 share record
persistent URL:
Vasile Pais , Maria Mitrofan : Assessing multiple word embeddings for named entity recognition of professions and occupations in health-related social media. SMM4H@NAACL-HLT 2021 : 128-130 export record
dblp key:
conf/smm4h/PimpalkhuteND21 share record
persistent URL:
Varad Pimpalkhute , Prajwal Nakhate , Tausif Diwan : IIITN NLP at SMM4H 2021 Tasks: Transformer Models for Classification on Health-Related Imbalanced Twitter Datasets. SMM4H@NAACL-HLT 2021 : 118-122 share record
persistent URL:
Sidharth R , Abhiraj Tiwari , Parthivi Choubey , Saisha Kashyap , Sahil Khose , Kumud Lakara , Nishesh Singh , Ujjwal Verma : BERT based Transformers lead the way in Extraction of Health Information from Social Media. SMM4H@NAACL-HLT 2021 : 33-38 export record
dblp key:
conf/smm4h/RoychoudhuryN21 share record
persistent URL:
Rajarshi Roychoudhury , Sudip Kumar Naskar : Fine-tuning BERT to classify COVID19 tweets containing symptoms. SMM4H@NAACL-HLT 2021 : 138-140 share record
persistent URL:
Pedro Ruas , Vitor D. T. Andrade , Francisco M. Couto : Lasige-BioTM at ProfNER: BiLSTM-CRF and contextual Spanish embeddings for Named Entity Recognition and Tweet Binary Classification. SMM4H@NAACL-HLT 2021 : 108-111 export record
dblp key:
conf/smm4h/SakhovskiyMT21 share record
persistent URL:
Andrey Sakhovskiy , Zulfat Miftahutdinov , Elena Tutubalina : KFU NLP Team at SMM4H 2021 Tasks: Cross-lingual and Cross-modal BERT-based Models for Adverse Drug Effects. SMM4H@NAACL-HLT 2021 : 39-43