← Authors

Zornitsa Kozareva

38 papers · 2006–2023 · 10 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (10) πŸƒ Academic Marathon (17) 🐝 Cross-Pollinator (10) 🌈 Renaissance Researcher (5) πŸ—ΊοΈ Taxonomy Completionist (33) 🐺 Lone Wolf (4) πŸ‘₯ Mega-Team (24) 🀝 Dynamic Duo (11) ⚑ Prolific Year (5) πŸ—ƒοΈ Keyword Collector (65) πŸ’Ž Century Club (38) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (8) ❓ 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

Sujith Ravi (11) Eduard Hovy (6) Veselin Stoyanov (6) Mona Diab (4) Xian Li (4) Chinnadhurai Sankar (3) Ramakanth Pasunuru (3) Todor Mihaylov (3) Jingfei Du (3) Preslav Nakov (3)

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