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@inproceedings{DBLP:conf/smm4h/AjiNWPF21,
  author       = {Alham Fikri Aji and
                  Made Nindyatama Nityasya and
                  Haryo Akbarianto Wibowo and
                  Radityo Eko Prasojo and
                  Tirana Fatyanosa},
  editor       = {Arjun Magge and
                  Ari Z. Klein and
                  Antonio Miranda{-}Escalada and
                  Mohammed Ali Al{-}garadi and
                  Ilseyar Alimova and
                  Zulfat Miftahutdinov and
                  Eul{\`{a}}lia Farr{\'{e}}{-}Maduell and
                  Salvador Lima{-}L{\'{o}}pez and
                  Ivan Flores and
                  Karen O'Connor and
                  Davy Weissenbacher and
                  Elena Tutubalina and
                  Abeed Sarker and
                  Juan M. Banda and
                  Martin Krallinger and
                  Graciela Gonzalez{-}Hernandez},
  title        = {{BERT} Goes Brrr: {A} Venture Towards the Lesser Error in Classifying
                  Medical Self-Reporters on Twitter},
  booktitle    = {Proceedings of the Sixth Social Media Mining for Health Workshop and
                  Shared Task, SMM4H@NAACL-HLT 2021, Mexico City, Mexico, June 10, 2021},
  pages        = {58--64},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.smm4h-1.9},
  doi          = {10.18653/V1/2021.SMM4H-1.9},
  timestamp    = {Mon, 22 Apr 2024 17:02:59 +0200},
  biburl       = {https://dblp.org/rec/conf/smm4h/AjiNWPF21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smm4h/Blinov21,
  author       = {Pavel Blinov},
  editor       = {Arjun Magge and
                  Ari Z. Klein and
                  Antonio Miranda{-}Escalada and
                  Mohammed Ali Al{-}garadi and
                  Ilseyar Alimova and
                  Zulfat Miftahutdinov and
                  Eul{\`{a}}lia Farr{\'{e}}{-}Maduell and
                  Salvador Lima{-}L{\'{o}}pez and
                  Ivan Flores and
                  Karen O'Connor and
                  Davy Weissenbacher and
                  Elena Tutubalina and
                  Abeed Sarker and
                  Juan M. Banda and
                  Martin Krallinger and
                  Graciela Gonzalez{-}Hernandez},
  title        = {Text Augmentation Techniques in Drug Adverse Effect Detection Task},
  booktitle    = {Proceedings of the Sixth Social Media Mining for Health Workshop and
                  Shared Task, SMM4H@NAACL-HLT 2021, Mexico City, Mexico, June 10, 2021},
  pages        = {95--97},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.smm4h-1.17},
  doi          = {10.18653/V1/2021.SMM4H-1.17},
  timestamp    = {Sat, 20 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smm4h/Blinov21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smm4h/CarrascoR21,
  author       = {Sergio Santamaria Carrasco and
                  Roberto Cuervo Rosillo},
  editor       = {Arjun Magge and
                  Ari Z. Klein and
                  Antonio Miranda{-}Escalada and
                  Mohammed Ali Al{-}garadi and
                  Ilseyar Alimova and
                  Zulfat Miftahutdinov and
                  Eul{\`{a}}lia Farr{\'{e}}{-}Maduell and
                  Salvador Lima{-}L{\'{o}}pez and
                  Ivan Flores and
                  Karen O'Connor and
                  Davy Weissenbacher and
                  Elena Tutubalina and
                  Abeed Sarker and
                  Juan M. Banda and
                  Martin Krallinger and
                  Graciela Gonzalez{-}Hernandez},
  title        = {Word Embeddings, Cosine Similarity and Deep Learning for Identification
                  of Professions {\&} Occupations in Health-related Social Media},
  booktitle    = {Proceedings of the Sixth Social Media Mining for Health Workshop and
                  Shared Task, SMM4H@NAACL-HLT 2021, Mexico City, Mexico, June 10, 2021},
  pages        = {74--76},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.smm4h-1.12},
  doi          = {10.18653/V1/2021.SMM4H-1.12},
  timestamp    = {Sat, 20 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smm4h/CarrascoR21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smm4h/CorneliusER21,
  author       = {Joseph Cornelius and
                  Tilia Ellendorff and
                  Fabio Rinaldi},
  editor       = {Arjun Magge and
                  Ari Z. Klein and
                  Antonio Miranda{-}Escalada and
                  Mohammed Ali Al{-}garadi and
                  Ilseyar Alimova and
                  Zulfat Miftahutdinov and
                  Eul{\`{a}}lia Farr{\'{e}}{-}Maduell and
                  Salvador Lima{-}L{\'{o}}pez and
                  Ivan Flores and
                  Karen O'Connor and
                  Davy Weissenbacher and
                  Elena Tutubalina and
                  Abeed Sarker and
                  Juan M. Banda and
                  Martin Krallinger and
                  Graciela Gonzalez{-}Hernandez},
  title        = {Approaching {SMM4H} with auto-regressive language models and back-translation},
  booktitle    = {Proceedings of the Sixth Social Media Mining for Health Workshop and
                  Shared Task, SMM4H@NAACL-HLT 2021, Mexico City, Mexico, June 10, 2021},
  pages        = {146--148},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.smm4h-1.32},
  doi          = {10.18653/V1/2021.SMM4H-1.32},
  timestamp    = {Sat, 20 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smm4h/CorneliusER21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smm4h/DimaCD21,
  author       = {George{-}Andrei Dima and
                  Dumitru{-}Clementin Cercel and
                  Mihai Dascalu},
  editor       = {Arjun Magge and
                  Ari Z. Klein and
                  Antonio Miranda{-}Escalada and
                  Mohammed Ali Al{-}garadi and
                  Ilseyar Alimova and
                  Zulfat Miftahutdinov and
                  Eul{\`{a}}lia Farr{\'{e}}{-}Maduell and
                  Salvador Lima{-}L{\'{o}}pez and
                  Ivan Flores and
                  Karen O'Connor and
                  Davy Weissenbacher and
                  Elena Tutubalina and
                  Abeed Sarker and
                  Juan M. Banda and
                  Martin Krallinger and
                  Graciela Gonzalez{-}Hernandez},
  title        = {Transformer-based Multi-Task Learning for Adverse Effect Mention Analysis
                  in Tweets},
  booktitle    = {Proceedings of the Sixth Social Media Mining for Health Workshop and
                  Shared Task, SMM4H@NAACL-HLT 2021, Mexico City, Mexico, June 10, 2021},
  pages        = {44--51},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.smm4h-1.7},
  doi          = {10.18653/V1/2021.SMM4H-1.7},
  timestamp    = {Sat, 20 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smm4h/DimaCD21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smm4h/ElkarefH21,
  author       = {Mohab Elkaref and
                  Lamiece Hassan},
  editor       = {Arjun Magge and
                  Ari Z. Klein and
                  Antonio Miranda{-}Escalada and
                  Mohammed Ali Al{-}garadi and
                  Ilseyar Alimova and
                  Zulfat Miftahutdinov and
                  Eul{\`{a}}lia Farr{\'{e}}{-}Maduell and
                  Salvador Lima{-}L{\'{o}}pez and
                  Ivan Flores and
                  Karen O'Connor and
                  Davy Weissenbacher and
                  Elena Tutubalina and
                  Abeed Sarker and
                  Juan M. Banda and
                  Martin Krallinger and
                  Graciela Gonzalez{-}Hernandez},
  title        = {A Joint Training Approach to Tweet Classification and Adverse Effect
                  Extraction and Normalization for {SMM4H} 2021},
  booktitle    = {Proceedings of the Sixth Social Media Mining for Health Workshop and
                  Shared Task, SMM4H@NAACL-HLT 2021, Mexico City, Mexico, June 10, 2021},
  pages        = {91--94},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.smm4h-1.16},
  doi          = {10.18653/V1/2021.SMM4H-1.16},
  timestamp    = {Sat, 20 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smm4h/ElkarefH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smm4h/FidalgoVMT21,
  author       = {David Carreto Fidalgo and
                  Daniel Vila{-}Suero and
                  Francisco Aranda Montes and
                  Ignacio Talavera},
  editor       = {Arjun Magge and
                  Ari Z. Klein and
                  Antonio Miranda{-}Escalada and
                  Mohammed Ali Al{-}garadi and
                  Ilseyar Alimova and
                  Zulfat Miftahutdinov and
                  Eul{\`{a}}lia Farr{\'{e}}{-}Maduell and
                  Salvador Lima{-}L{\'{o}}pez and
                  Ivan Flores and
                  Karen O'Connor and
                  Davy Weissenbacher and
                  Elena Tutubalina and
                  Abeed Sarker and
                  Juan M. Banda and
                  Martin Krallinger and
                  Graciela Gonzalez{-}Hernandez},
  title        = {System description for ProfNER - {SMMH:} Optimized finetuning of a
                  pretrained transformer and word vectors},
  booktitle    = {Proceedings of the Sixth Social Media Mining for Health Workshop and
                  Shared Task, SMM4H@NAACL-HLT 2021, Mexico City, Mexico, June 10, 2021},
  pages        = {69--73},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.smm4h-1.11},
  doi          = {10.18653/V1/2021.SMM4H-1.11},
  timestamp    = {Sat, 20 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smm4h/FidalgoVMT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smm4h/FlemingDDP21,
  author       = {Max Fleming and
                  Priyanka Dondeti and
                  Caitlin N. Dreisbach and
                  Adam Poliak},
  editor       = {Arjun Magge and
                  Ari Z. Klein and
                  Antonio Miranda{-}Escalada and
                  Mohammed Ali Al{-}garadi and
                  Ilseyar Alimova and
                  Zulfat Miftahutdinov and
                  Eul{\`{a}}lia Farr{\'{e}}{-}Maduell and
                  Salvador Lima{-}L{\'{o}}pez and
                  Ivan Flores and
                  Karen O'Connor and
                  Davy Weissenbacher and
                  Elena Tutubalina and
                  Abeed Sarker and
                  Juan M. Banda and
                  Martin Krallinger and
                  Graciela Gonzalez{-}Hernandez},
  title        = {Fine-tuning Transformers for Identifying Self-Reporting Potential
                  Cases and Symptoms of {COVID-19} in Tweets},
  booktitle    = {Proceedings of the Sixth Social Media Mining for Health Workshop and
                  Shared Task, SMM4H@NAACL-HLT 2021, Mexico City, Mexico, June 10, 2021},
  pages        = {131--134},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.smm4h-1.28},
  doi          = {10.18653/V1/2021.SMM4H-1.28},
  timestamp    = {Sat, 20 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smm4h/FlemingDDP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smm4h/GuoGAS21,
  author       = {Yuting Guo and
                  Yao Ge and
                  Mohammed Ali Al{-}Garadi and
                  Abeed Sarker},
  editor       = {Arjun Magge and
                  Ari Z. Klein and
                  Antonio Miranda{-}Escalada and
                  Mohammed Ali Al{-}garadi and
                  Ilseyar Alimova and
                  Zulfat Miftahutdinov and
                  Eul{\`{a}}lia Farr{\'{e}}{-}Maduell and
                  Salvador Lima{-}L{\'{o}}pez and
                  Ivan Flores and
                  Karen O'Connor and
                  Davy Weissenbacher and
                  Elena Tutubalina and
                  Abeed Sarker and
                  Juan M. Banda and
                  Martin Krallinger and
                  Graciela Gonzalez{-}Hernandez},
  title        = {Pre-trained Transformer-based Classification and Span Detection Models
                  for Social Media Health Applications},
  booktitle    = {Proceedings of the Sixth Social Media Mining for Health Workshop and
                  Shared Task, SMM4H@NAACL-HLT 2021, Mexico City, Mexico, June 10, 2021},
  pages        = {52--57},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.smm4h-1.8},
  doi          = {10.18653/V1/2021.SMM4H-1.8},
  timestamp    = {Sat, 27 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smm4h/GuoGAS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smm4h/JiXH21,
  author       = {Zongcheng Ji and
                  Tian Xia and
                  Mei Han},
  editor       = {Arjun Magge and
                  Ari Z. Klein and
                  Antonio Miranda{-}Escalada and
                  Mohammed Ali Al{-}garadi and
                  Ilseyar Alimova and
                  Zulfat Miftahutdinov and
                  Eul{\`{a}}lia Farr{\'{e}}{-}Maduell and
                  Salvador Lima{-}L{\'{o}}pez and
                  Ivan Flores and
                  Karen O'Connor and
                  Davy Weissenbacher and
                  Elena Tutubalina and
                  Abeed Sarker and
                  Juan M. Banda and
                  Martin Krallinger and
                  Graciela Gonzalez{-}Hernandez},
  title        = {{PAII-NLP} at {SMM4H} 2021: Joint Extraction and Normalization of
                  Adverse Drug Effect Mentions in Tweets},
  booktitle    = {Proceedings of the Sixth Social Media Mining for Health Workshop and
                  Shared Task, SMM4H@NAACL-HLT 2021, Mexico City, Mexico, June 10, 2021},
  pages        = {126--127},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.smm4h-1.26},
  doi          = {10.18653/V1/2021.SMM4H-1.26},
  timestamp    = {Sat, 20 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smm4h/JiXH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smm4h/KarisaniCX21,
  author       = {Payam Karisani and
                  Jinho D. Choi and
                  Li Xiong},
  editor       = {Arjun Magge and
                  Ari Z. Klein and
                  Antonio Miranda{-}Escalada and
                  Mohammed Ali Al{-}garadi and
                  Ilseyar Alimova and
                  Zulfat Miftahutdinov and
                  Eul{\`{a}}lia Farr{\'{e}}{-}Maduell and
                  Salvador Lima{-}L{\'{o}}pez and
                  Ivan Flores and
                  Karen O'Connor and
                  Davy Weissenbacher and
                  Elena Tutubalina and
                  Abeed Sarker and
                  Juan M. Banda and
                  Martin Krallinger and
                  Graciela Gonzalez{-}Hernandez},
  title        = {View Distillation with Unlabeled Data for Extracting Adverse Drug
                  Effects from User-Generated Data},
  booktitle    = {Proceedings of the Sixth Social Media Mining for Health Workshop and
                  Shared Task, SMM4H@NAACL-HLT 2021, Mexico City, Mexico, June 10, 2021},
  pages        = {7--12},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.smm4h-1.2},
  doi          = {10.18653/V1/2021.SMM4H-1.2},
  timestamp    = {Sat, 20 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smm4h/KarisaniCX21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smm4h/KayasthaGB21,
  author       = {Tanay Kayastha and
                  Pranjal Gupta and
                  Pushpak Bhattacharyya},
  editor       = {Arjun Magge and
                  Ari Z. Klein and
                  Antonio Miranda{-}Escalada and
                  Mohammed Ali Al{-}garadi and
                  Ilseyar Alimova and
                  Zulfat Miftahutdinov and
                  Eul{\`{a}}lia Farr{\'{e}}{-}Maduell and
                  Salvador Lima{-}L{\'{o}}pez and
                  Ivan Flores and
                  Karen O'Connor and
                  Davy Weissenbacher and
                  Elena Tutubalina and
                  Abeed Sarker and
                  Juan M. Banda and
                  Martin Krallinger and
                  Graciela Gonzalez{-}Hernandez},
  title        = {{BERT} based Adverse Drug Effect Tweet Classification},
  booktitle    = {Proceedings of the Sixth Social Media Mining for Health Workshop and
                  Shared Task, SMM4H@NAACL-HLT 2021, Mexico City, Mexico, June 10, 2021},
  pages        = {88--90},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.smm4h-1.15},
  doi          = {10.18653/V1/2021.SMM4H-1.15},
  timestamp    = {Sat, 27 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smm4h/KayasthaGB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smm4h/KumarKM21,
  author       = {Deepak Kumar and
                  Nalin Kumar and
                  Subhankar Mishra},
  editor       = {Arjun Magge and
                  Ari Z. Klein and
                  Antonio Miranda{-}Escalada and
                  Mohammed Ali Al{-}garadi and
                  Ilseyar Alimova and
                  Zulfat Miftahutdinov and
                  Eul{\`{a}}lia Farr{\'{e}}{-}Maduell and
                  Salvador Lima{-}L{\'{o}}pez and
                  Ivan Flores and
                  Karen O'Connor and
                  Davy Weissenbacher and
                  Elena Tutubalina and
                  Abeed Sarker and
                  Juan M. Banda and
                  Martin Krallinger and
                  Graciela Gonzalez{-}Hernandez},
  title        = {NLP@NISER: Classification of {COVID19} tweets containing symptoms},
  booktitle    = {Proceedings of the Sixth Social Media Mining for Health Workshop and
                  Shared Task, SMM4H@NAACL-HLT 2021, Mexico City, Mexico, June 10, 2021},
  pages        = {102--104},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.smm4h-1.19},
  doi          = {10.18653/V1/2021.SMM4H-1.19},
  timestamp    = {Sat, 27 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smm4h/KumarKM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smm4h/KumarKM21a,
  author       = {Adarsh Kumar and
                  Ojasv Kamal and
                  Susmita Mazumdar},
  editor       = {Arjun Magge and
                  Ari Z. Klein and
                  Antonio Miranda{-}Escalada and
                  Mohammed Ali Al{-}garadi and
                  Ilseyar Alimova and
                  Zulfat Miftahutdinov and
                  Eul{\`{a}}lia Farr{\'{e}}{-}Maduell and
                  Salvador Lima{-}L{\'{o}}pez and
                  Ivan Flores and
                  Karen O'Connor and
                  Davy Weissenbacher and
                  Elena Tutubalina and
                  Abeed Sarker and
                  Juan M. Banda and
                  Martin Krallinger and
                  Graciela Gonzalez{-}Hernandez},
  title        = {Adversities are all you need: Classification of self-reported breast
                  cancer posts on Twitter using Adversarial Fine-tuning},
  booktitle    = {Proceedings of the Sixth Social Media Mining for Health Workshop and
                  Shared Task, SMM4H@NAACL-HLT 2021, Mexico City, Mexico, June 10, 2021},
  pages        = {112--114},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.smm4h-1.22},
  doi          = {10.18653/V1/2021.SMM4H-1.22},
  timestamp    = {Sat, 20 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smm4h/KumarKM21a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smm4h/LeeHLCLS21,
  author       = {Lung{-}Hao Lee and
                  Man{-}Chen Hung and
                  Chien{-}Huan Lu and
                  Chang{-}Hao Chen and
                  Po{-}Lei Lee and
                  Kuo{-}Kai Shyu},
  editor       = {Arjun Magge and
                  Ari Z. Klein and
                  Antonio Miranda{-}Escalada and
                  Mohammed Ali Al{-}garadi and
                  Ilseyar Alimova and
                  Zulfat Miftahutdinov and
                  Eul{\`{a}}lia Farr{\'{e}}{-}Maduell and
                  Salvador Lima{-}L{\'{o}}pez and
                  Ivan Flores and
                  Karen O'Connor and
                  Davy Weissenbacher and
                  Elena Tutubalina and
                  Abeed Sarker and
                  Juan M. Banda and
                  Martin Krallinger and
                  Graciela Gonzalez{-}Hernandez},
  title        = {Classification of Tweets Self-reporting Adverse Pregnancy Outcomes
                  and Potential {COVID-19} Cases Using RoBERTa Transformers},
  booktitle    = {Proceedings of the Sixth Social Media Mining for Health Workshop and
                  Shared Task, SMM4H@NAACL-HLT 2021, Mexico City, Mexico, June 10, 2021},
  pages        = {98--101},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.smm4h-1.18},
  doi          = {10.18653/V1/2021.SMM4H-1.18},
  timestamp    = {Sat, 20 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smm4h/LeeHLCLS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smm4h/LeonML21,
  author       = {Frances Adriana Laureano De Leon and
                  Harish Tayyar Madabushi and
                  Mark Lee},
  editor       = {Arjun Magge and
                  Ari Z. Klein and
                  Antonio Miranda{-}Escalada and
                  Mohammed Ali Al{-}garadi and
                  Ilseyar Alimova and
                  Zulfat Miftahutdinov and
                  Eul{\`{a}}lia Farr{\'{e}}{-}Maduell and
                  Salvador Lima{-}L{\'{o}}pez and
                  Ivan Flores and
                  Karen O'Connor and
                  Davy Weissenbacher and
                  Elena Tutubalina and
                  Abeed Sarker and
                  Juan M. Banda and
                  Martin Krallinger and
                  Graciela Gonzalez{-}Hernandez},
  title        = {UoB at ProfNER 2021: Data Augmentation for Classification Using Machine
                  Translation},
  booktitle    = {Proceedings of the Sixth Social Media Mining for Health Workshop and
                  Shared Task, SMM4H@NAACL-HLT 2021, Mexico City, Mexico, June 10, 2021},
  pages        = {115--117},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.smm4h-1.23},
  doi          = {10.18653/V1/2021.SMM4H-1.23},
  timestamp    = {Sat, 27 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smm4h/LeonML21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smm4h/LuoPK21,
  author       = {Ying Luo and
                  Lis Pereira and
                  Ichiro Kobayashi},
  editor       = {Arjun Magge and
                  Ari Z. Klein and
                  Antonio Miranda{-}Escalada and
                  Mohammed Ali Al{-}garadi and
                  Ilseyar Alimova and
                  Zulfat Miftahutdinov and
                  Eul{\`{a}}lia Farr{\'{e}}{-}Maduell and
                  Salvador Lima{-}L{\'{o}}pez and
                  Ivan Flores and
                  Karen O'Connor and
                  Davy Weissenbacher and
                  Elena Tutubalina and
                  Abeed Sarker and
                  Juan M. Banda and
                  Martin Krallinger and
                  Graciela Gonzalez{-}Hernandez},
  title        = {{OCHADAI} at {SMM4H-2021} Task 5: Classifying self-reporting tweets
                  on potential cases of {COVID-19} by ensembling pre-trained language
                  models},
  booktitle    = {Proceedings of the Sixth Social Media Mining for Health Workshop and
                  Shared Task, SMM4H@NAACL-HLT 2021, Mexico City, Mexico, June 10, 2021},
  pages        = {123--125},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.smm4h-1.25},
  doi          = {10.18653/V1/2021.SMM4H-1.25},
  timestamp    = {Sat, 20 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smm4h/LuoPK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smm4h/MaggeKMAAMFLFOWTSBKG21,
  author       = {Arjun Magge and
                  Ari Z. Klein and
                  Antonio Miranda{-}Escalada and
                  Mohammed Ali Al{-}Garadi and
                  Ilseyar Alimova and
                  Zulfat Miftahutdinov and
                  Eul{\`{a}}lia Farr{\'{e}} and
                  Salvador Lima{-}L{\'{o}}pez and
                  Ivan Flores and
                  Karen O'Connor and
                  Davy Weissenbacher and
                  Elena Tutubalina and
                  Abeed Sarker and
                  Juan M. Banda and
                  Martin Krallinger and
                  Graciela Gonzalez{-}Hernandez},
  editor       = {Arjun Magge and
                  Ari Z. Klein and
                  Antonio Miranda{-}Escalada and
                  Mohammed Ali Al{-}garadi and
                  Ilseyar Alimova and
                  Zulfat Miftahutdinov and
                  Eul{\`{a}}lia Farr{\'{e}}{-}Maduell and
                  Salvador Lima{-}L{\'{o}}pez and
                  Ivan Flores and
                  Karen O'Connor and
                  Davy Weissenbacher and
                  Elena Tutubalina and
                  Abeed Sarker and
                  Juan M. Banda and
                  Martin Krallinger and
                  Graciela Gonzalez{-}Hernandez},
  title        = {Overview of the Sixth Social Media Mining for Health Applications
                  ({\#}SMM4H) Shared Tasks at {NAACL} 2021},
  booktitle    = {Proceedings of the Sixth Social Media Mining for Health Workshop and
                  Shared Task, SMM4H@NAACL-HLT 2021, Mexico City, Mexico, June 10, 2021},
  pages        = {21--32},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.smm4h-1.4},
  doi          = {10.18653/V1/2021.SMM4H-1.4},
  timestamp    = {Sat, 27 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smm4h/MaggeKMAAMFLFOWTSBKG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smm4h/MesaMurgadoPLML21,
  author       = {Jos{\'{e}}{-}Alberto Mesa{-}Murgado and
                  Ana Bel{\'{e}}n Parras Portillo and
                  Pilar L{\'{o}}pez{-}{\'{U}}beda and
                  Mar{\'{\i}}a Teresa Mart{\'{\i}}n{-}Valdivia and
                  Luis Alfonso Ure{\~{n}}a L{\'{o}}pez},
  editor       = {Arjun Magge and
                  Ari Z. Klein and
                  Antonio Miranda{-}Escalada and
                  Mohammed Ali Al{-}garadi and
                  Ilseyar Alimova and
                  Zulfat Miftahutdinov and
                  Eul{\`{a}}lia Farr{\'{e}}{-}Maduell and
                  Salvador Lima{-}L{\'{o}}pez and
                  Ivan Flores and
                  Karen O'Connor and
                  Davy Weissenbacher and
                  Elena Tutubalina and
                  Abeed Sarker and
                  Juan M. Banda and
                  Martin Krallinger and
                  Graciela Gonzalez{-}Hernandez},
  title        = {Identifying professions {\&} occupations in Health-related Social
                  Media using Natural Language Processing},
  booktitle    = {Proceedings of the Sixth Social Media Mining for Health Workshop and
                  Shared Task, SMM4H@NAACL-HLT 2021, Mexico City, Mexico, June 10, 2021},
  pages        = {141--145},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.smm4h-1.31},
  doi          = {10.18653/V1/2021.SMM4H-1.31},
  timestamp    = {Sat, 20 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smm4h/MesaMurgadoPLML21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smm4h/MirandaEscaladaFLGBAK21,
  author       = {Antonio Miranda{-}Escalada and
                  Eul{\`{a}}lia Farr{\'{e}}{-}Maduell and
                  Salvador Lima{-}L{\'{o}}pez and
                  Luis Gasc{\'{o}} and
                  Vicent Briv{\'{a}}{-}Iglesias and
                  Marvin Ag{\"{u}}ero{-}Torales and
                  Martin Krallinger},
  editor       = {Arjun Magge and
                  Ari Z. Klein and
                  Antonio Miranda{-}Escalada and
                  Mohammed Ali Al{-}garadi and
                  Ilseyar Alimova and
                  Zulfat Miftahutdinov and
                  Eul{\`{a}}lia Farr{\'{e}}{-}Maduell and
                  Salvador Lima{-}L{\'{o}}pez and
                  Ivan Flores and
                  Karen O'Connor and
                  Davy Weissenbacher and
                  Elena Tutubalina and
                  Abeed Sarker and
                  Juan M. Banda and
                  Martin Krallinger and
                  Graciela Gonzalez{-}Hernandez},
  title        = {The ProfNER shared task on automatic recognition of occupation mentions
                  in social media: systems, evaluation, guidelines, embeddings and corpora},
  booktitle    = {Proceedings of the Sixth Social Media Mining for Health Workshop and
                  Shared Task, SMM4H@NAACL-HLT 2021, Mexico City, Mexico, June 10, 2021},
  pages        = {13--20},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.smm4h-1.3},
  doi          = {10.18653/V1/2021.SMM4H-1.3},
  timestamp    = {Sat, 27 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smm4h/MirandaEscaladaFLGBAK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smm4h/MondalMDD21,
  author       = {Anupam Mondal and
                  Sainik Kumar Mahata and
                  Monalisa Dey and
                  Dipankar Das},
  editor       = {Arjun Magge and
                  Ari Z. Klein and
                  Antonio Miranda{-}Escalada and
                  Mohammed Ali Al{-}garadi and
                  Ilseyar Alimova and
                  Zulfat Miftahutdinov and
                  Eul{\`{a}}lia Farr{\'{e}}{-}Maduell and
                  Salvador Lima{-}L{\'{o}}pez and
                  Ivan Flores and
                  Karen O'Connor and
                  Davy Weissenbacher and
                  Elena Tutubalina and
                  Abeed Sarker and
                  Juan M. Banda and
                  Martin Krallinger and
                  Graciela Gonzalez{-}Hernandez},
  title        = {Classification of {COVID19} tweets using Machine Learning Approaches},
  booktitle    = {Proceedings of the Sixth Social Media Mining for Health Workshop and
                  Shared Task, SMM4H@NAACL-HLT 2021, Mexico City, Mexico, June 10, 2021},
  pages        = {135--137},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.smm4h-1.29},
  doi          = {10.18653/V1/2021.SMM4H-1.29},
  timestamp    = {Sat, 20 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smm4h/MondalMDD21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smm4h/NiuRNP21,
  author       = {Jingcheng Niu and
                  Erin E. Rees and
                  Victoria Ng and
                  Gerald Penn},
  editor       = {Arjun Magge and
                  Ari Z. Klein and
                  Antonio Miranda{-}Escalada and
                  Mohammed Ali Al{-}garadi and
                  Ilseyar Alimova and
                  Zulfat Miftahutdinov and
                  Eul{\`{a}}lia Farr{\'{e}}{-}Maduell and
                  Salvador Lima{-}L{\'{o}}pez and
                  Ivan Flores and
                  Karen O'Connor and
                  Davy Weissenbacher and
                  Elena Tutubalina and
                  Abeed Sarker and
                  Juan M. Banda and
                  Martin Krallinger and
                  Graciela Gonzalez{-}Hernandez},
  title        = {Statistically Evaluating Social Media Sentiment Trends towards {COVID-19}
                  Non-Pharmaceutical Interventions with Event Studies},
  booktitle    = {Proceedings of the Sixth Social Media Mining for Health Workshop and
                  Shared Task, SMM4H@NAACL-HLT 2021, Mexico City, Mexico, June 10, 2021},
  pages        = {1--6},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.smm4h-1.1},
  doi          = {10.18653/V1/2021.SMM4H-1.1},
  timestamp    = {Sat, 20 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smm4h/NiuRNP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smm4h/OjhaRGCM21,
  author       = {Atul Kr. Ojha and
                  Priya Rani and
                  Koustava Goswami and
                  Bharathi Raja Chakravarthi and
                  John P. McCrae},
  editor       = {Arjun Magge and
                  Ari Z. Klein and
                  Antonio Miranda{-}Escalada and
                  Mohammed Ali Al{-}garadi and
                  Ilseyar Alimova and
                  Zulfat Miftahutdinov and
                  Eul{\`{a}}lia Farr{\'{e}}{-}Maduell and
                  Salvador Lima{-}L{\'{o}}pez and
                  Ivan Flores and
                  Karen O'Connor and
                  Davy Weissenbacher and
                  Elena Tutubalina and
                  Abeed Sarker and
                  Juan M. Banda and
                  Martin Krallinger and
                  Graciela Gonzalez{-}Hernandez},
  title        = {{ULD-NUIG} at Social Media Mining for Health Applications ({\#}SMM4H)
                  Shared Task 2021},
  booktitle    = {Proceedings of the Sixth Social Media Mining for Health Workshop and
                  Shared Task, SMM4H@NAACL-HLT 2021, Mexico City, Mexico, June 10, 2021},
  pages        = {149--152},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.smm4h-1.33},
  doi          = {10.18653/V1/2021.SMM4H-1.33},
  timestamp    = {Sat, 20 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smm4h/OjhaRGCM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smm4h/PachonVD21,
  author       = {Victoria Pach{\'{o}}n and
                  Jacinto Mata V{\'{a}}zquez and
                  Juan Luis Dom{\'{\i}}nguez{-}Olmedo},
  editor       = {Arjun Magge and
                  Ari Z. Klein and
                  Antonio Miranda{-}Escalada and
                  Mohammed Ali Al{-}garadi and
                  Ilseyar Alimova and
                  Zulfat Miftahutdinov and
                  Eul{\`{a}}lia Farr{\'{e}}{-}Maduell and
                  Salvador Lima{-}L{\'{o}}pez and
                  Ivan Flores and
                  Karen O'Connor and
                  Davy Weissenbacher and
                  Elena Tutubalina and
                  Abeed Sarker and
                  Juan M. Banda and
                  Martin Krallinger and
                  Graciela Gonzalez{-}Hernandez},
  title        = {Identification of profession {\&} occupation in Health-related
                  Social Media using tweets in Spanish},
  booktitle    = {Proceedings of the Sixth Social Media Mining for Health Workshop and
                  Shared Task, SMM4H@NAACL-HLT 2021, Mexico City, Mexico, June 10, 2021},
  pages        = {105--107},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.smm4h-1.20},
  doi          = {10.18653/V1/2021.SMM4H-1.20},
  timestamp    = {Sat, 20 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smm4h/PachonVD21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smm4h/PaisM21,
  author       = {Vasile Pais and
                  Maria Mitrofan},
  editor       = {Arjun Magge and
                  Ari Z. Klein and
                  Antonio Miranda{-}Escalada and
                  Mohammed Ali Al{-}garadi and
                  Ilseyar Alimova and
                  Zulfat Miftahutdinov and
                  Eul{\`{a}}lia Farr{\'{e}}{-}Maduell and
                  Salvador Lima{-}L{\'{o}}pez and
                  Ivan Flores and
                  Karen O'Connor and
                  Davy Weissenbacher and
                  Elena Tutubalina and
                  Abeed Sarker and
                  Juan M. Banda and
                  Martin Krallinger and
                  Graciela Gonzalez{-}Hernandez},
  title        = {Assessing multiple word embeddings for named entity recognition of
                  professions and occupations in health-related social media},
  booktitle    = {Proceedings of the Sixth Social Media Mining for Health Workshop and
                  Shared Task, SMM4H@NAACL-HLT 2021, Mexico City, Mexico, June 10, 2021},
  pages        = {128--130},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.smm4h-1.27},
  doi          = {10.18653/V1/2021.SMM4H-1.27},
  timestamp    = {Sat, 20 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smm4h/PaisM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smm4h/PimpalkhuteND21,
  author       = {Varad Pimpalkhute and
                  Prajwal Nakhate and
                  Tausif Diwan},
  editor       = {Arjun Magge and
                  Ari Z. Klein and
                  Antonio Miranda{-}Escalada and
                  Mohammed Ali Al{-}garadi and
                  Ilseyar Alimova and
                  Zulfat Miftahutdinov and
                  Eul{\`{a}}lia Farr{\'{e}}{-}Maduell and
                  Salvador Lima{-}L{\'{o}}pez and
                  Ivan Flores and
                  Karen O'Connor and
                  Davy Weissenbacher and
                  Elena Tutubalina and
                  Abeed Sarker and
                  Juan M. Banda and
                  Martin Krallinger and
                  Graciela Gonzalez{-}Hernandez},
  title        = {{IIITN} {NLP} at {SMM4H} 2021 Tasks: Transformer Models for Classification
                  on Health-Related Imbalanced Twitter Datasets},
  booktitle    = {Proceedings of the Sixth Social Media Mining for Health Workshop and
                  Shared Task, SMM4H@NAACL-HLT 2021, Mexico City, Mexico, June 10, 2021},
  pages        = {118--122},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.smm4h-1.24},
  doi          = {10.18653/V1/2021.SMM4H-1.24},
  timestamp    = {Sat, 27 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smm4h/PimpalkhuteND21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smm4h/RTCKKLSV21,
  author       = {Sidharth R and
                  Abhiraj Tiwari and
                  Parthivi Choubey and
                  Saisha Kashyap and
                  Sahil Khose and
                  Kumud Lakara and
                  Nishesh Singh and
                  Ujjwal Verma},
  editor       = {Arjun Magge and
                  Ari Z. Klein and
                  Antonio Miranda{-}Escalada and
                  Mohammed Ali Al{-}garadi and
                  Ilseyar Alimova and
                  Zulfat Miftahutdinov and
                  Eul{\`{a}}lia Farr{\'{e}}{-}Maduell and
                  Salvador Lima{-}L{\'{o}}pez and
                  Ivan Flores and
                  Karen O'Connor and
                  Davy Weissenbacher and
                  Elena Tutubalina and
                  Abeed Sarker and
                  Juan M. Banda and
                  Martin Krallinger and
                  Graciela Gonzalez{-}Hernandez},
  title        = {{BERT} based Transformers lead the way in Extraction of Health Information
                  from Social Media},
  booktitle    = {Proceedings of the Sixth Social Media Mining for Health Workshop and
                  Shared Task, SMM4H@NAACL-HLT 2021, Mexico City, Mexico, June 10, 2021},
  pages        = {33--38},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.smm4h-1.5},
  doi          = {10.18653/V1/2021.SMM4H-1.5},
  timestamp    = {Sat, 27 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smm4h/RTCKKLSV21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smm4h/RoychoudhuryN21,
  author       = {Rajarshi Roychoudhury and
                  Sudip Kumar Naskar},
  editor       = {Arjun Magge and
                  Ari Z. Klein and
                  Antonio Miranda{-}Escalada and
                  Mohammed Ali Al{-}garadi and
                  Ilseyar Alimova and
                  Zulfat Miftahutdinov and
                  Eul{\`{a}}lia Farr{\'{e}}{-}Maduell and
                  Salvador Lima{-}L{\'{o}}pez and
                  Ivan Flores and
                  Karen O'Connor and
                  Davy Weissenbacher and
                  Elena Tutubalina and
                  Abeed Sarker and
                  Juan M. Banda and
                  Martin Krallinger and
                  Graciela Gonzalez{-}Hernandez},
  title        = {Fine-tuning {BERT} to classify {COVID19} tweets containing symptoms},
  booktitle    = {Proceedings of the Sixth Social Media Mining for Health Workshop and
                  Shared Task, SMM4H@NAACL-HLT 2021, Mexico City, Mexico, June 10, 2021},
  pages        = {138--140},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.smm4h-1.30},
  doi          = {10.18653/V1/2021.SMM4H-1.30},
  timestamp    = {Sat, 20 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smm4h/RoychoudhuryN21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smm4h/RuasAC21,
  author       = {Pedro Ruas and
                  Vitor D. T. Andrade and
                  Francisco M. Couto},
  editor       = {Arjun Magge and
                  Ari Z. Klein and
                  Antonio Miranda{-}Escalada and
                  Mohammed Ali Al{-}garadi and
                  Ilseyar Alimova and
                  Zulfat Miftahutdinov and
                  Eul{\`{a}}lia Farr{\'{e}}{-}Maduell and
                  Salvador Lima{-}L{\'{o}}pez and
                  Ivan Flores and
                  Karen O'Connor and
                  Davy Weissenbacher and
                  Elena Tutubalina and
                  Abeed Sarker and
                  Juan M. Banda and
                  Martin Krallinger and
                  Graciela Gonzalez{-}Hernandez},
  title        = {Lasige-BioTM at ProfNER: BiLSTM-CRF and contextual Spanish embeddings
                  for Named Entity Recognition and Tweet Binary Classification},
  booktitle    = {Proceedings of the Sixth Social Media Mining for Health Workshop and
                  Shared Task, SMM4H@NAACL-HLT 2021, Mexico City, Mexico, June 10, 2021},
  pages        = {108--111},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.smm4h-1.21},
  doi          = {10.18653/V1/2021.SMM4H-1.21},
  timestamp    = {Sat, 27 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smm4h/RuasAC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smm4h/SakhovskiyMT21,
  author       = {Andrey Sakhovskiy and
                  Zulfat Miftahutdinov and
                  Elena Tutubalina},
  editor       = {Arjun Magge and
                  Ari Z. Klein and
                  Antonio Miranda{-}Escalada and
                  Mohammed Ali Al{-}garadi and
                  Ilseyar Alimova and
                  Zulfat Miftahutdinov and
                  Eul{\`{a}}lia Farr{\'{e}}{-}Maduell and
                  Salvador Lima{-}L{\'{o}}pez and
                  Ivan Flores and
                  Karen O'Connor and
                  Davy Weissenbacher and
                  Elena Tutubalina and
                  Abeed Sarker and
                  Juan M. Banda and
                  Martin Krallinger and
                  Graciela Gonzalez{-}Hernandez},
  title        = {{KFU} {NLP} Team at {SMM4H} 2021 Tasks: Cross-lingual and Cross-modal
                  BERT-based Models for Adverse Drug Effects},
  booktitle    = {Proceedings of the Sixth Social Media Mining for Health Workshop and
                  Shared Task, SMM4H@NAACL-HLT 2021, Mexico City, Mexico, June 10, 2021},
  pages        = {39--43},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.smm4h-1.6},
  doi          = {10.18653/V1/2021.SMM4H-1.6},
  timestamp    = {Sat, 20 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smm4h/SakhovskiyMT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smm4h/ValdesLM21,
  author       = {Alberto Valdes and
                  Jesus Lopez and
                  Manuel Montes},
  editor       = {Arjun Magge and
                  Ari Z. Klein and
                  Antonio Miranda{-}Escalada and
                  Mohammed Ali Al{-}garadi and
                  Ilseyar Alimova and
                  Zulfat Miftahutdinov and
                  Eul{\`{a}}lia Farr{\'{e}}{-}Maduell and
                  Salvador Lima{-}L{\'{o}}pez and
                  Ivan Flores and
                  Karen O'Connor and
                  Davy Weissenbacher and
                  Elena Tutubalina and
                  Abeed Sarker and
                  Juan M. Banda and
                  Martin Krallinger and
                  Graciela Gonzalez{-}Hernandez},
  title        = {{UACH-INAOE} at {SMM4H:} a {BERT} based approach for classification
                  of {COVID-19} Twitter posts},
  booktitle    = {Proceedings of the Sixth Social Media Mining for Health Workshop and
                  Shared Task, SMM4H@NAACL-HLT 2021, Mexico City, Mexico, June 10, 2021},
  pages        = {65--68},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.smm4h-1.10},
  doi          = {10.18653/V1/2021.SMM4H-1.10},
  timestamp    = {Sat, 20 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smm4h/ValdesLM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smm4h/YaseenL21,
  author       = {Usama Yaseen and
                  Stefan Langer},
  editor       = {Arjun Magge and
                  Ari Z. Klein and
                  Antonio Miranda{-}Escalada and
                  Mohammed Ali Al{-}garadi and
                  Ilseyar Alimova and
                  Zulfat Miftahutdinov and
                  Eul{\`{a}}lia Farr{\'{e}}{-}Maduell and
                  Salvador Lima{-}L{\'{o}}pez and
                  Ivan Flores and
                  Karen O'Connor and
                  Davy Weissenbacher and
                  Elena Tutubalina and
                  Abeed Sarker and
                  Juan M. Banda and
                  Martin Krallinger and
                  Graciela Gonzalez{-}Hernandez},
  title        = {Neural Text Classification and Stacked Heterogeneous Embeddings for
                  Named Entity Recognition in {SMM4H} 2021},
  booktitle    = {Proceedings of the Sixth Social Media Mining for Health Workshop and
                  Shared Task, SMM4H@NAACL-HLT 2021, Mexico City, Mexico, June 10, 2021},
  pages        = {83--87},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.smm4h-1.14},
  doi          = {10.18653/V1/2021.SMM4H-1.14},
  timestamp    = {Sat, 20 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smm4h/YaseenL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smm4h/ZhouLGZCNWLZSCL21,
  author       = {Tong Zhou and
                  Zhucong Li and
                  Zhen Gan and
                  Baoli Zhang and
                  Yubo Chen and
                  Kun Niu and
                  Jing Wan and
                  Kang Liu and
                  Jun Zhao and
                  Yafei Shi and
                  Weifeng Chong and
                  Shengping Liu},
  editor       = {Arjun Magge and
                  Ari Z. Klein and
                  Antonio Miranda{-}Escalada and
                  Mohammed Ali Al{-}garadi and
                  Ilseyar Alimova and
                  Zulfat Miftahutdinov and
                  Eul{\`{a}}lia Farr{\'{e}}{-}Maduell and
                  Salvador Lima{-}L{\'{o}}pez and
                  Ivan Flores and
                  Karen O'Connor and
                  Davy Weissenbacher and
                  Elena Tutubalina and
                  Abeed Sarker and
                  Juan M. Banda and
                  Martin Krallinger and
                  Graciela Gonzalez{-}Hernandez},
  title        = {Classification, Extraction, and Normalization : CASIA{\_}Unisound
                  Team at the Social Media Mining for Health 2021 Shared Tasks},
  booktitle    = {Proceedings of the Sixth Social Media Mining for Health Workshop and
                  Shared Task, SMM4H@NAACL-HLT 2021, Mexico City, Mexico, June 10, 2021},
  pages        = {77--82},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.smm4h-1.13},
  doi          = {10.18653/V1/2021.SMM4H-1.13},
  timestamp    = {Sat, 20 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smm4h/ZhouLGZCNWLZSCL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/smm4h/2021,
  editor       = {Arjun Magge and
                  Ari Z. Klein and
                  Antonio Miranda{-}Escalada and
                  Mohammed Ali Al{-}garadi and
                  Ilseyar Alimova and
                  Zulfat Miftahutdinov and
                  Eul{\`{a}}lia Farr{\'{e}}{-}Maduell and
                  Salvador Lima{-}L{\'{o}}pez and
                  Ivan Flores and
                  Karen O'Connor and
                  Davy Weissenbacher and
                  Elena Tutubalina and
                  Abeed Sarker and
                  Juan M. Banda and
                  Martin Krallinger and
                  Graciela Gonzalez{-}Hernandez},
  title        = {Proceedings of the Sixth Social Media Mining for Health Workshop and
                  Shared Task, SMM4H@NAACL-HLT 2021, Mexico City, Mexico, June 10, 2021},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://aclanthology.org/volumes/2021.smm4h-1/},
  isbn         = {978-1-954085-31-2},
  timestamp    = {Mon, 22 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smm4h/2021.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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