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Natural Language Processing

Publications related to the processing of natural language.
Genetic Generative Information Retrieval
Hrishikesh Kulkarni, Zachary Young, Nazli Goharian, Ophir Frieder, Sean MacAvaney
DocEng 2023
link bibtex code slides 2 citations short conference paper
Knowledge Augmentation for Early Depression Detection
Hrishikesh Kulkarni, Sean MacAvaney, Nazli Goharian, Ophir Frieder
W3PHIAI@AAAI 2023
link bibtex 5 citations workshop paper
Community-level Research on Suicidality Prediction in a Secure Environment: Overview of the CLPsych 2021 Shared Task
Sean MacAvaney, Anjali Mittu, Glen Coppersmith, Jeff Leintz, Philip Resnik
CLPsych 2021
pdf bibtex slides 44 citations workshop paper
ToxCCIn: Toxic Content Classification with Interpretability
Tong Xiang, Sean MacAvaney, Eugene Yang, Nazli Goharian
WASSA @ EACL 2021
pdf arxiv bibtex 20 citations workshop paper
Interaction Matching for Long-Tail Multi-Label Classification
Sean MacAvaney, Franck Dernoncourt, Walter Chang, Nazli Goharian, Ophir Frieder
SDU @ AAAI 2021
pdf arxiv bibtex slides 6 citations workshop paper
GUIR at SemEval-2020 Task 12: Domain-Tuned Contextualized Models for Offensive Language Detection
Sajad Sotudeh*, Tong Xiang*, Hao-Ren Yao, Sean MacAvaney, Eugene Yang, Nazli Goharian, Ophir Frieder
* equal contribution
SemEval @ COLING 2020
pdf arxiv bibtex 14 citations system description paper
Hate speech detection: Challenges and solutions
Sean MacAvaney, Hao-Ren Yao, Eugene Yang, Katina Russell, Nazli Goharian, Ophir Frieder
PLoS ONE
link bibtex slides 680 citations journal article
Ontology-Aware Clinical Abstractive Summarization
Sean MacAvaney*, Sajad Sotudeh*, Arman Cohan, Nazli Goharian, Ish Talati, Ross Filice
* equal contribution
SIGIR 2019
pdf arxiv bibtex slides poster 86 citations short conference paper
SMHD: A Large-Scale Resource for Exploring Online Language Usage for Multiple Mental Health Conditions
Arman Cohan*, Bart Desmet*, Andrew Yates*, Luca Soldaini, Sean MacAvaney, Nazli Goharian
* equal contribution
COLING 2018
Area Chair Favorite Paper pdf arxiv bibtex data slides poster 186 citations long conference paper
RSDD-Time: Temporal Annotation of Self-Reported Mental Health Diagnoses
Sean MacAvaney, Bart Desmet, Arman Cohan, Luca Soldaini, Andrew Yates, Ayah Zirikly, Nazli Goharian
CLPsych @ NAACL 2018
pdf arxiv bibtex data slides poster 51 citations workshop paper
A Deeper Look into Dependency-Based Word Embeddings
Sean MacAvaney, Amir Zeldes
NAACL Student Workshop 2018
pdf arxiv bibtex data slides poster 20 citations workshop paper