Zornitsa Kozareva
38 papers · 2006–2023 · 10 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (17) π Conference Polyglot (10) π§ Keyword Pioneer π Interdisciplinary Bridge π Cross-Pollinator (10)
π
Cross-Pollinator
(10)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(33)
πΊ
Lone Wolf
(4)
π₯
Mega-Team
(24)
π€
Dynamic Duo
(11)
β‘
Prolific Year
(5)
ποΈ
Keyword Collector
(65)
π
Century Club
(38)
π
Conference Pioneer
π₯
Unstoppable
(8)
β
The Questioner
Conferences
EMNLP (10)
ACL (7)
SEMEVAL (6)
NAACL (5)
EACL (4)
IJCNLP (2)
AISTATS (1)
COLING (1)
ECCV (1)
ICML (1)
Top co-authors
Keywords
text classification
(7)
on-device inference
(5)
model compression
(5)
neural network
(4)
locality-sensitive hashing
(3)
few-shot learning
(3)
transfer learning
(3)
memory efficiency
(3)
projection network
(2)
recurrent projection
(2)
projection attention
(2)
dialog act classification
(2)
language model
(2)
on-device neural network
(2)
machine translation
(1)
knowledge editing
(1)
self-supervised learning
(1)
optimal transport
(1)
zero-shot learning
(1)
transformer architecture
(1)
Papers
Methods for Measuring, Updating, and Visualizing Factual Beliefs in Language Models
EACL 2023
Fixed Support Tree-Sliced Wasserstein Barycenter
AISTATS 2022
Few-shot Learning with Multilingual Generative Language Models
EMNLP 2022
Efficient Large Scale Language Modeling with Mixtures of Experts
EMNLP 2022
Improving In-Context Few-Shot Learning via Self-Supervised Training
NAACL 2022
ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection
EMNLP 2022
ProFormer: Towards On-Device LSH Projection Based Transformers
EACL 2021
On-Device Text Representations Robust To Misspellings via Projections
EACL 2021
Environment-agnostic Multitask Learning for Natural Language Grounded Navigation
ECCV 2020
On-device Structured and Context Partitioned Projection Networks
ACL 2019
PRADO: Projection Attention Networks for Document Classification On-Device
IJCNLP 2019
ProSeqo: Projection Sequence Networks for On-Device Text Classification
IJCNLP 2019
Transferable Neural Projection Representations
NAACL 2019
ProSeqo: Projection Sequence Networks for On-Device Text Classification
EMNLP 2019
Proceedings of the Third Workshop on Structured Prediction for NLP
NAACL 2019
PRADO: Projection Attention Networks for Document Classification On-Device
EMNLP 2019
Self-Governing Neural Networks for On-Device Short Text Classification
EMNLP 2018
Learning Steady-States of Iterative Algorithms over Graphs
ICML 2018
Which Tumblr Post Should I Read Next?
ACL 2016
Recognizing Salient Entities in Shopping Queries
ACL 2016
Everyone Likes Shopping! Multi-class Product Categorization for e-Commerce
NAACL 2015
SemEval-2013 Task 2: Sentiment Analysis in Twitter
SEMEVAL 2013
Multilingual Affect Polarity and Valence Prediction in Metaphor-Rich Texts
ACL 2013
Proceedings of TextGraphs-8 Graph-based Methods for Natural Language Processing
EMNLP 2013
SemEval-2013 Task 4: Free Paraphrases of Noun Compounds
SEMEVAL 2013
Learning Verbs on the Fly
COLING 2012
SemEval-2012 Task 7: Choice of Plausible Alternatives: An Evaluation of Commonsense Causal Reasoning
SEMEVAL 2012
Insights from Network Structure for Text Mining
ACL 2011
Class Label Enhancement via Related Instances
EMNLP 2011
Learning Arguments and Supertypes of Semantic Relations Using Recursive Patterns
ACL 2010
Not All Seeds Are Equal: Measuring the Quality of Text Mining Seeds
NAACL 2010
A Semi-Supervised Method to Learn and Construct Taxonomies Using the Web
EMNLP 2010
SemEval-2010 Task 8: Multi-Way Classification of Semantic Relations between Pairs of Nominals
SEMEVAL 2010
Toward Completeness in Concept Extraction and Classification
EMNLP 2009
Semantic Class Learning from the Web with Hyponym Pattern Linkage Graphs
ACL 2008
UA-ZSA: Web Page Clustering on the basis of Name Disambiguation
SEMEVAL 2007
UA-ZBSA: A Headline Emotion Classification through Web Information
SEMEVAL 2007
Bootstrapping Named Entity Recognition with Automatically Generated Gazetteer Lists
EACL 2006