@inproceedings{macavaney:ncur2015-shoulder, author = {MacAvaney, Sean and Urbain, Jay}, title = {Automatic Recognition of Postoperative Shoulder Surgery Physical Therapy Exercises from Depth Camera Images}, booktitle = {Proceedings of the National Conference of Undergraduate Research}, year = {2015} } @inproceedings{macavaney:semeval2017-clinicaltempeval, author = {MacAvaney, Sean and Cohan, Arman and Goharian, Nazli}, title = {GUIR at SemEval-2017 Task 12: A Framework for Clinical Temporal Information Extraction Domain Adaptation}, booktitle = {Proceedings of the 11th International Workshop on Semantic Evaluation}, year = {2017}, doi = {10.18653/v1/S17-2180}, pages = {1024--1029} } @inproceedings{macavaney:neuir2017-nyt, author = {MacAvaney, Sean and Hui, Kai and Yates, Andrew}, title = {An Approach for Weakly-Supervised Deep Information Retrieval}, booktitle = {SIGIR 2017 Workshop on Neural Information Retrieval}, year = {2017}, url = {https://arxiv.org/abs/1707.00189v2} } @inproceedings{macavaney:trec2017-car, author = {MacAvaney, Sean and Yates, Andrew and Hui, Kai}, title = {Contextualized PACRR for Complex Answer Retrieval}, booktitle = {Proceedings of the 26th Text REtrieval Conference}, year = {2017} } @inproceedings{macavaney:clpsych2018-rsddtime, author = {MacAvaney, Sean and Desmet, Bart and Cohan, Arman and Soldaini, Luca and Yates, Andrew and Zirikly, Ayah and Goharian, Nazli}, title = {RSDD-Time: Temporal Annotation of Self-Reported Mental Health Diagnoses}, booktitle = {Proceedings of the Fourth Workshop on Computational Linguistics and Clinical Psychology}, year = {2018}, url = {https://arxiv.org/abs/1806.07916}, doi = {10.18653/v1/W18-0618}, pages = {168--173} } @inproceedings{macavaney:sigir2018-car, author = {MacAvaney, Sean and Yates, Andrew and Cohan, Arman and Soldaini, Luca and Hui, Kai and Goharian, Nazli and Frieder, Ophir}, title = {Characterizing Question Facets for Complex Answer Retrieval}, booktitle = {Proceedings of the 41st International ACM SIGIR Conference on Research and Development in Information Retrieval}, year = {2018}, url = {https://arxiv.org/abs/1805.00791}, doi = {10.1145/3209978.3210135}, pages = {1205--1208} } @inproceedings{macavaney:naaclsrw2018-depwembed, author = {MacAvaney, Sean and Zeldes, Amir}, title = {A Deeper Look into Dependency-Based Word Embeddings}, booktitle = {Proceedings of the NAACL-HLT 2018 Student Research Workshop}, year = {2018}, url = {https://arxiv.org/abs/1804.05972}, doi = {10.18653/v1/N18-4006}, pages = {40--45} } @inproceedings{macavaney:semeval2018-scienceie, author = {MacAvaney, Sean and Soldaini, Luca and Cohan, Arman and Goharian, Nazli}, title = {GU IRLAB at SemEval-2018 Task 7: Tree-LSTMs for Scientific Relation Classification}, booktitle = {Proceedings of the 12th International Workshop on Semantic Evaluation}, year = {2018}, url = {https://arxiv.org/abs/1804.05408}, doi = {10.18653/v1/S18-1133}, pages = {831--835} } @inproceedings{cohan:coling2018-smhd, author = {Cohan, Arman and Desmet, Bart and Yates, Andrew and Soldaini, Luca and MacAvaney, Sean and Goharian, Nazli}, title = {SMHD: A Large-Scale Resource for Exploring Online Language Usage for Multiple Mental Health Conditions}, booktitle = {Proceedings of the 27th International Conference on Computational Linguistics}, year = {2018}, url = {https://arxiv.org/abs/1806.05258}, pages = {1485--1497} } @article{macavaney:irj2019-car, author = {MacAvaney, Sean and Yates, Andrew and Cohan, Arman and Soldaini, Luca and Hui, Kai and Goharian, Nazli and Frieder, Ophir}, title = {Overcoming Low-Utility Facets for Complex Answer Retrieval}, year = {2019}, url = {https://link.springer.com/article/10.1007/s10791-018-9343-0}, doi = {10.1007/s10791-018-9343-0}, issue = {3-4}, journal = {Information Retrieval Journal}, pages = {395--418}, volume = {22} } @inproceedings{macavaney:trec2018-car, author = {MacAvaney, Sean and Yates, Andrew and Goharian, Nazli and Frieder, Ophir}, title = {PACRR Gated Expansion for TREC CAR 2018}, booktitle = {Proceedings of the 27th Text REtrieval Conference}, year = {2018} } @inproceedings{macavaney:sigir2019-radsum, author = {MacAvaney, Sean and Sotudeh, Sajad and Cohan, Arman and Goharian, Nazli and Talati, Ish and Filice, Ross}, title = {Ontology-Aware Clinical Abstractive Summarization}, booktitle = {Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval}, year = {2019}, url = {https://arxiv.org/abs/1905.05818}, doi = {10.1145/3331184.3331319}, pages = {1013--1016} } @inproceedings{macavaney:sigir2019-nyt, author = {MacAvaney, Sean and Yates, Andrew and Hui, Kai and Frieder, Ophir}, title = {Content-Based Weak Supervision for Ad-Hoc Re-Ranking}, booktitle = {Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval}, year = {2019}, url = {https://arxiv.org/abs/1707.00189}, doi = {10.1145/3331184.3331316}, pages = {993--996} } @inproceedings{macavaney:sigir2019-cedr, author = {MacAvaney, Sean and Yates, Andrew and Cohan, Arman and Goharian, Nazli}, title = {CEDR: Contextualized Embeddings for Document Ranking}, booktitle = {Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval}, year = {2019}, url = {https://arxiv.org/abs/1904.07094}, doi = {10.1145/3331184.3331317}, pages = {1101--1104} } @article{macavaney:plosone2019-hate, author = {MacAvaney, Sean and Yao, Hao-Ren and Yang, Eugene and Russell, Katina and Goharian, Nazli and Frieder, Ophir}, title = {Hate speech detection: Challenges and solutions}, year = {2019}, url = {https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0221152}, doi = {10.1371/journal.pone.0221152}, journal = {PLoS ONE}, pages = {1--16}, volume = {14} } @article{delossantos:angewandte2019-antimers, author = {De los Santos, Zeus and MacAvaney, Sean and Russell, Katina and Wolf, Christian}, title = {Tandem Use of Optical Sensing and Machine Learning for the Determination of Absolute Configuration, Enantiomeric and Diastereomeric Ratios, and Concentration of Chiral Samples}, year = {2019}, url = {https://onlinelibrary.wiley.com/doi/10.1002/anie.201912904}, doi = {10.1002/anie.201912904}, issue = {6}, journal = {Angewandte Chemie International Edition}, pages = {2440--2448}, volume = {59} } @inproceedings{macavaney:wsdm2020-onir, author = {MacAvaney, Sean}, title = {OpenNIR: A Complete Neural Ad-Hoc Ranking Pipeline}, booktitle = {Proceedings of the Thirteenth ACM International Conference on Web Search and Data Mining}, year = {2020}, doi = {10.1145/3336191.3371864}, pages = {845--848} } @inproceedings{flagg:hsdm2020-gait, author = {Flagg, Cristopher and Frieder, Ophir and MacAvaney, Sean and Motamedi, Gholam}, title = {Streaming Gait Assessment for Parkinson's Disease}, booktitle = {Proceedings of the first Workshop on Health Search and Data Mining}, year = {2020} } @inproceedings{macavaney:ecir2020-multiling, author = {MacAvaney, Sean and Soldaini, Luca and Goharian, Nazli}, title = {Teaching a New Dog Old Tricks: Resurrecting Multilingual Retrieval Using Zero-shot Learning}, booktitle = {Proceedings of the 42nd European Conference on Information Retrieval Research}, year = {2020}, url = {https://link.springer.com/chapter/10.1007/978-3-030-45442-5_31}, doi = {10.1007/978-3-030-45442-5_31}, pages = {246--254} } @inproceedings{macavaney:ecir2020-radsigdiff, author = {MacAvaney, Sean and Cohan, Arman and Goharian, Nazli and Filice, Ross}, title = {Ranking Significant Discrepancies in Clinical Reports}, booktitle = {Proceedings of the 42nd European Conference on Information Retrieval Research}, year = {2020}, url = {https://link.springer.com/chapter/10.1007/978-3-030-45442-5_30}, doi = {10.1007/978-3-030-45442-5_30}, pages = {238----245} } @inproceedings{macavaney:sigir2020-cl, author = {MacAvaney, Sean and Nardini, Franco Maria and Perego, Raffaele and Tonellotto, Nicola and Goharian, Nazli and Frieder, Ophir}, title = {Training Curricula for Open Domain Answer Re-Ranking}, booktitle = {Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval}, year = {2020}, url = {https://arxiv.org/abs/2004.14269}, doi = {10.1145/3397271.3401094}, pages = {529--538} } @inproceedings{macavaney:sigir2020-eff, author = {MacAvaney, Sean and Nardini, Franco Maria and Perego, Raffaele and Tonellotto, Nicola and Goharian, Nazli and Frieder, Ophir}, title = {Efficient Document Re-Ranking for Transformers by Precomputing Term Representations}, booktitle = {Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval}, year = {2020}, url = {https://arxiv.org/abs/2004.14255}, doi = {10.1145/3397271.3401093}, pages = {49--58} } @inproceedings{macavaney:sigir2020-epic, author = {MacAvaney, Sean and Nardini, Franco Maria and Perego, Raffaele and Tonellotto, Nicola and Goharian, Nazli and Frieder, Ophir}, title = {Expansion via Prediction of Importance with Contextualization}, booktitle = {Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval}, year = {2020}, url = {https://arxiv.org/abs/2004.14245}, doi = {10.1145/3397271.3401262}, pages = {1573--1576} } @article{macavaney:arxiv2020-sledge, author = {MacAvaney, Sean and Cohan, Arman and Goharian, Nazli}, title = {SLEDGE: A Simple Yet Effective Baseline for COVID-19 Scientific Knowledge Search}, year = {2020}, url = {https://arxiv.org/abs/2005.02365}, journal = {arXiv}, volume = {abs/2005.02365} } @inproceedings{sotudeh:semeval2020-offenseval, author = {Sotudeh, Sajad and Xiang, Tong and Yao, Hao-Ren and MacAvaney, Sean and Yang, Eugene and Goharian, Nazli and Frieder, Ophir}, title = {GUIR at SemEval-2020 Task 12: Domain-Tuned Contextualized Models for Offensive Language Detection}, booktitle = {Proceedings of the 14th International Workshop on Semantic Evaluation}, year = {2020}, url = {https://arxiv.org/abs/2007.14477} } @article{garman:medrxiv2020-sidir, author = {Garman, Joe and MacAvaney, Sean and Yang, Eugene and Frieder, Ophir}, title = {SIDIR: Extending SIR with Detected and Isolated Populations for Pandemic Modeling}, year = {2020}, doi = {10.1101/2020.07.20.20157834}, journal = {medRxiv}, volume = {10.1101/2020.07.20.20157834v1} } @article{li:arxiv2020-parade, author = {Li, Canjia and Yates, Andrew and MacAvaney, Sean and He, Ben and Sun, Yingfei}, title = {PARADE: Passage Representation Aggregation for Document Reranking}, year = {2020}, url = {https://arxiv.org/abs/2008.09093}, journal = {arXiv}, volume = {abs/2008.09093} } @inproceedings{macavaney:emnlp2020-sledge, author = {MacAvaney, Sean and Cohan, Arman and Goharian, Nazli}, title = {SLEDGE-Z: A Zero-Shot Baseline for COVID-19 Literature Search}, booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing}, year = {2020}, url = {https://arxiv.org/abs/2010.05987}, doi = {10.18653/v1/2020.emnlp-main.341} } @article{macavaney:arxiv2020-abnirml, author = {MacAvaney, Sean and Feldman, Sergey and Goharian, Nazli and Downey, Doug and Cohan, Arman}, title = {ABNIRML: Analyzing the Behavior of Neural IR Models}, year = {2020}, url = {https://arxiv.org/abs/2011.00696}, journal = {arXiv}, volume = {abs/2011.00696} } @inproceedings{flagg:wsdm2021-gait, author = {Flagg, Cristopher and Frieder, Ophir and MacAvaney, Sean and Motamedi, Gholam}, title = {Real-time Streaming of Gait Assessment for Parkinson’s Disease}, booktitle = {Proceedings of the 14th ACM International Conference on Web Search and Data Mining}, year = {2021} } @inproceedings{macavaney:sdu2021-extr, author = {MacAvaney, Sean and Dernoncourt, Franck and Chang, Walter and Goharian, Nazli and Frieder, Ophir}, title = {Interaction Matching for Long-Tail Multi-Label Classification}, booktitle = {The AAAI-21 Workshop on Scientific Document Understanding}, year = {2021}, url = {https://arxiv.org/abs/2005.08805} } @inproceedings{macavaney:ecir2021-tutnir, author = {MacAvaney, Sean and Macdonald, Craig and Tonellotto, Nicola}, title = {IR From Bag-of-words to BERT and Beyond through Practical Experiments: An ECIR 2021 tutorial with PyTerrier and OpenNIR}, booktitle = {Proceedings of the 43rd European Conference on Information Retrieval Research}, year = {2021} } @inproceedings{xiang:wassa2021-toxic, author = {Xiang, Tong and MacAvaney, Sean and Yang, Eugene and Goharian, Nazli}, title = {ToxCCIn: Toxic Content Classification with Interpretability}, booktitle = {11th Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis}, year = {2021}, url = {https://arxiv.org/abs/2103.01328} } @article{macavaney:arxiv2021-irds, author = {MacAvaney, Sean and Yates, Andrew and Feldman, Sergey and Downey, Doug and Cohan, Arman and Goharian, Nazli}, title = {Simplified Data Wrangling with ir_datasets}, year = {2021}, url = {https://arxiv.org/abs/2103.02280}, journal = {arXiv}, volume = {abs/2103.02280} }