Arman Cohan
Arman Cohan
Allen Institute for Artificial Intelligence
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Scibert: Pretrained contextualized embeddings for scientific text
I Beltagy, A Cohan, K Lo
arXiv preprint arXiv:1903.10676 1 (1.3), 8, 2019
Longformer: The long-document transformer
I Beltagy, ME Peters, A Cohan
arXiv preprint arXiv:2004.05150, 2020
A discourse-aware attention model for abstractive summarization of long documents
A Cohan, F Dernoncourt, DS Kim, T Bui, S Kim, W Chang, N Goharian
arXiv preprint arXiv:1804.05685, 2018
CEDR: Contextualized embeddings for document ranking
S MacAvaney, A Yates, A Cohan, N Goharian
Proceedings of the 42nd International ACM SIGIR Conference on Research and …, 2019
Depression and self-harm risk assessment in online forums
A Yates, A Cohan, N Goharian
arXiv preprint arXiv:1709.01848, 2017
Scientific Article Summarization Using Citation-Context and Article’s Discourse Structure
A Cohan, N Goharian
Empirical Methods in Natural Language Processing (EMNLP), 390–400, 2015
Structural scaffolds for citation intent classification in scientific publications
A Cohan, W Ammar, M Van Zuylen, F Cady
arXiv preprint arXiv:1904.01608, 2019
Scientific document summarization via citation contextualization and scientific discourse
A Cohan, N Goharian
International Journal on Digital Libraries 19 (2), 287-303, 2018
Fact or fiction: Verifying scientific claims
D Wadden, S Lin, K Lo, LL Wang, M van Zuylen, A Cohan, H Hajishirzi
arXiv preprint arXiv:2004.14974, 2020
Retrieving medical literature for clinical decision support
L Soldaini, A Cohan, A Yates, N Goharian, O Frieder
European conference on information retrieval, 538-549, 2015
Revisiting summarization evaluation for scientific articles
A Cohan, N Goharian
arXiv preprint arXiv:1604.00400, 2016
Pretrained language models for sequential sentence classification
A Cohan, I Beltagy, D King, B Dalvi, DS Weld
arXiv preprint arXiv:1909.04054, 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
arXiv preprint arXiv:1806.05258, 2018
Specter: Document-level representation learning using citation-informed transformers
A Cohan, S Feldman, I Beltagy, D Downey, DS Weld
arXiv preprint arXiv:2004.07180, 2020
SLEDGE: a simple yet effective baseline for COVID-19 scientific knowledge search
S MacAvaney, A Cohan, N Goharian
Proceedings of the 2020 Conference on Empirical Methods in Natural Language …, 2020
Triaging content severity in online mental health forums
A Cohan, S Young, A Yates, N Goharian
Journal of the Association for Information Science and Technology 68 (11 …, 2017
Triaging mental health forum posts
A Cohan, S Young, N Goharian
Proceedings of the Third Workshop on Computational Linguistics and Clinical …, 2016
TLDR: Extreme summarization of scientific documents
I Cachola, K Lo, A Cohan, DS Weld
arXiv preprint arXiv:2004.15011, 2020
GUIR at SemEval-2017 Task 12: a framework for cross-domain clinical temporal information extraction
S MacAvaney, A Cohan, N Goharian
Proceedings of the 11th International Workshop on Semantic Evaluation …, 2017
Ontology-aware clinical abstractive summarization
S MacAvaney, S Sotudeh, A Cohan, N Goharian, I Talati, RW Filice
Proceedings of the 42nd International ACM SIGIR Conference on Research and …, 2019
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