Marina Litvak
17 papers · 2010–2024 · 7 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze
🤝
Dynamic Duo
(11)
❓
The Questioner
💎
Century Club · Bronze
Top co-authors
Research topics
Natural Language Processing
(6)
Machine Learning
(5)
Artificial Intelligence
(3)
Applications · Natural Language Processing
(3)
Core Methods
(3)
Generation
(3)
Interdisciplinary
(2)
Application Areas
(2)
Core AI
(2)
Social
(2)
Data Science & Analytics
(1)
Applications · Data Science & Analytics
(1)
Learning Paradigms
(1)
Optimization & Theory
(1)
Keywords
abstractive summarization
(3)
offensive language detection
(2)
financial text
(2)
hierarchical summarization
(2)
text classification
(2)
text summarization
(2)
social media
(2)
extractive summarization
(2)
document structure
(2)
social media analysis
(1)
event detection
(1)
data augmentation
(1)
determinantal point process
(1)
hierarchical structure
(1)
sequence-to-sequence model
(1)
attention mechanism
(1)
public health
(1)
natural language generation
(1)
heterogeneous graph
(1)
automated evaluation
(1)
Papers
From Linguistics to Practice: a Case Study of Offensive Language Taxonomy in Hebrew
NAACL 2024
Improving Factual Consistency in Abstractive Summarization with Sentence Structure Pruning
COLING 2024
An Interactive Analysis of User-reported Long COVID Symptoms using Twitter Data
ACL 2022
Detection of Negative Campaign in Israeli Municipal Elections
COLING 2022
SAPGraph: Structure-aware Extractive Summarization for Scientific Papers with Heterogeneous Graph
AACL 2022
Hierarchical summarization of financial reports with RUNNER
COLING 2020
SCE-SUMMARY at the FNS 2020 shared task
COLING 2020
The Financial Narrative Summarisation Shared Task (FNS 2020)
COLING 2020
Twitter Data Augmentation for Monitoring Public Opinion on COVID-19 Intervention Measures
EMNLP 2020
In Conclusion Not Repetition: Comprehensive Abstractive Summarization with Diversified Attention Based on Determinantal Point Processes
CoNLL 2019
MUSEEC: A Multilingual Text Summarization Tool
ACL 2016
What’s up on Twitter? Catch up with TWIST!
COLING 2016
HEADS: Headline Generation as Sequence Prediction Using an Abstract Feature-Rich Space
NAACL 2015
Krimping texts for better summarization
EMNLP 2015
Mining the Gaps: Towards Polynomial Summarization
IJCNLP 2013
SmartNews: Towards content-sensitive ranking of comments
IJCNLP 2013
A New Approach to Improving Multilingual Summarization Using a Genetic Algorithm
ACL 2010