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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
678 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
85 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
185 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