Hate speech detection: Challenges and solutions S MacAvaney, HR Yao, E Yang, K Russell, N Goharian, O Frieder PloS one 14 (8), e0221152, 2019 | 603 | 2019 |
CEDR: Contextualized Embeddings for Document Ranking S MacAvaney, A Yates, A Cohan, N Goharian ACM SIGIR 2019, 1101-1104, 2019 | 389 | 2019 |
SMHD: A Large-Scale Resource for Exploring Online Language Usage for Multiple Mental Health Conditions A Cohan, B Desmet, A Yates, L Soldaini, S MacAvaney, N Goharian COLING 2018, 1485-1497, 2018 | 153 | 2018 |
PARADE: Passage representation aggregation for document reranking C Li, A Yates, S MacAvaney, B He, Y Sun ACM Transactions on Information Systems, 2023 | 150 | 2023 |
Efficient Document Re-Ranking for Transformers by Precomputing Term Representations S MacAvaney, FM Nardini, R Perego, N Tonellotto, N Goharian, O Frieder ACM SIGIR 2020, 2020 | 116 | 2020 |
Expansion via Prediction of Importance with Contextualization S MacAvaney, FM Nardini, R Perego, N Tonellotto, N Goharian, O Frieder ACM SIGIR 2020, 2020 | 92 | 2020 |
Simplified Data Wrangling with ir_datasets S MacAvaney, A Yates, S Feldman, D Downey, A Cohan, N Goharian ACM SIGIR 2021, 2021 | 88 | 2021 |
Ontology-Aware Clinical Abstractive Summarization S MacAvaney, S Sotudeh, A Cohan, N Goharian, I Talati, RW Filice ACM SIGIR 2019, 1013-1016, 2019 | 78 | 2019 |
PyTerrier: Declarative experimentation in Python from BM25 to dense retrieval C Macdonald, N Tonellotto, S MacAvaney, I Ounis Proceedings of the 30th ACM International Conference on Information …, 2021 | 77 | 2021 |
Content-Based Weak Supervision for Ad-Hoc Re-Ranking S MacAvaney, A Yates, K Hui, O Frieder ACM SIGIR 2019, 993-996, 2019 | 60* | 2019 |
OpenNIR: A Complete Neural Ad-Hoc Ranking Pipeline S MacAvaney WSDM 2020, 845-848, 2020 | 49 | 2020 |
ABNIRML: Analyzing the Behavior of Neural IR Models S MacAvaney, S Feldman, N Goharian, D Downey, A Cohan Transactions of the Association for Computational Linguistics 10, 224-239, 2022 | 46 | 2022 |
RSDD-Time: Temporal Annotation of Self-Reported Mental Health Diagnoses S MacAvaney, B Desmet, A Cohan, L Soldaini, A Yates, A Zirikly, ... CLPsych @ NAACL 2018, 168-173, 2018 | 40 | 2018 |
Community-level research on suicidality prediction in a secure environment: Overview of the CLPsych 2021 shared task S Macavaney, A Mittu, G Coppersmith, J Leintz, P Resnik Proceedings of the Seventh Workshop on Computational Linguistics and …, 2021 | 39 | 2021 |
SLEDGE-Z: A Zero-Shot Baseline for COVID-19 Literature Search S MacAvaney, A Cohan, N Goharian EMNLP, 4171-4179, 2020 | 38* | 2020 |
Teaching a New Dog Old Tricks: Resurrecting Multilingual Retrieval Using Zero-shot Learning S MacAvaney, L Soldaini, N Goharian ECIR 2020, 2020 | 33 | 2020 |
GUIR at SemEval-2017 Task 12: A Framework for Cross-domain Clinical Temporal Information Extraction S MacAvaney, A Cohan, N Goharian SemEval @ ACL 2017, 1024-1029, 2017 | 33 | 2017 |
Goldilocks: Just-right tuning of bert for technology-assisted review E Yang, S MacAvaney, DD Lewis, O Frieder European Conference on Information Retrieval, 502-517, 2022 | 32 | 2022 |
Streamlining Evaluation with ir-measures S MacAvaney, C Macdonald, I Ounis arXiv preprint arXiv:2111.13466, 2022 | 29 | 2022 |
Doc2Query--: When Less is More M Gospodinov, S MacAvaney, C Macdonald ECIR, 2023 | 28 | 2023 |