Shabnam Tafreshi
7 papers · 2018–2024 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Gold 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver
🧬
Topic Evolution
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Deep Learning
(4)
Natural Language Processing
(3)
Applications · Natural Language Processing
(3)
Machine Learning
(2)
Architectures
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Applications · Computer Science
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Keywords
emotion classification
(4)
personality prediction
(3)
text classification
(3)
empathy detection
(2)
emotion detection
(2)
sentiment analysis
(2)
empathy prediction
(2)
conversational analysis
(2)
news article
(2)
gated recurrent unit
(1)
shared task
(1)
emotion intensity
(1)
conversation analysis
(1)
emotion prediction
(1)
large language model
(1)
neural network
(1)
news understanding
(1)
section identification
(1)
multigenre corpus
(1)
emotion classifier
(1)
Papers
Findings of WASSA 2024 Shared Task on Empathy and Personality Detection in Interactions
ACL 2024
LLM-Based Section Identifiers Excel on Open Source but Stumble in Real World Applications
NAACL 2024
Findings of WASSA 2023 Shared Task on Empathy, Emotion and Personality Detection in Conversation and Reactions to News Articles
ACL 2023
WASSA 2022 Shared Task: Predicting Empathy, Emotion and Personality in Reaction to News Stories
ACL 2022
WASSA 2021 Shared Task: Predicting Empathy and Emotion in Reaction to News Stories
EACL 2021
GWU NLP Lab at SemEval-2019 Task 3 : EmoContext: Effectiveness ofContextual Information in Models for Emotion Detection inSentence-level at Multi-genre Corpus
SemEval 2019
Emotion Detection and Classification in a Multigenre Corpus with Joint Multi-Task Deep Learning
COLING 2018