Zornitsa Kozareva

Affiliations:
  • Amazon
  • University of Southern California, Los Angeles, USA


According to our database1, Zornitsa Kozareva authored at least 85 papers between 2004 and 2023.

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Bibliography

2023
Methods for Measuring, Updating, and Visualizing Factual Beliefs in Language Models.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

2022
Approximating 1-Wasserstein Distance with Trees.
Trans. Mach. Learn. Res., 2022

Improving In-Context Few-Shot Learning via Self-Supervised Training.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Few-shot Learning with Multilingual Generative Language Models.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022


ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Fixed Support Tree-Sliced Wasserstein Barycenter.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021
Efficient Large Scale Language Modeling with Mixtures of Experts.
CoRR, 2021

Few-shot Learning with Multilingual Language Models.
CoRR, 2021

Do Language Models Have Beliefs? Methods for Detecting, Updating, and Visualizing Model Beliefs.
CoRR, 2021

SoDA: On-device Conversational Slot Extraction.
Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2021

On-Device Text Representations Robust To Misspellings via Projections.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

ProFormer: Towards On-Device LSH Projection Based Transformers.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

2020
Environment-Agnostic Multitask Learning for Natural Language Grounded Navigation.
Proceedings of the Computer Vision - ECCV 2020, 2020

2019
On the Robustness of Projection Neural Networks For Efficient Text Representation: An Empirical Study.
CoRR, 2019

Natural Language Grounded Multitask Navigation.
Proceedings of the Visually Grounded Interaction and Language (ViGIL), 2019

Transferable Neural Projection Representations.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

PRADO: Projection Attention Networks for Document Classification On-Device.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

ProSeqo: Projection Sequence Networks for On-Device Text Classification.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

On-device Structured and Context Partitioned Projection Networks.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018
Learning Steady-States of Iterative Algorithms over Graphs.
Proceedings of the 35th International Conference on Machine Learning, 2018

Self-Governing Neural Networks for On-Device Short Text Classification.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Variational Reasoning for Question Answering With Knowledge Graph.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Neural Skill Transfer from Supervised Language Tasks to Reading Comprehension.
CoRR, 2017

2016
Developing a successful SemEval task in sentiment analysis of Twitter and other social media texts.
Lang. Resour. Evaluation, 2016

Query to Knowledge: Unsupervised Entity Extraction from Shopping Queries using Adaptor Grammars.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Which Tumblr Post Should I Read Next?
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Recognizing Salient Entities in Shopping Queries.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015
Word from the editors.
Nat. Lang. Eng., 2015

Multilingual Affect Polarity and Valence Prediction in Metaphors.
Proceedings of the 6th Workshop on Computational Approaches to Subjectivity, 2015

Everyone Likes Shopping! Multi-class Product Categorization for e-Commerce.
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

2014
Simple, Fast and Accurate Taxonomy Learning.
Proceedings of the Text Mining, 2014

2013
Tailoring the automated construction of large-scale taxonomies using the web.
Lang. Resour. Evaluation, 2013

The Role of Social Media in the Discussion of Controversial Topics.
Proceedings of the International Conference on Social Computing, SocialCom 2013, 2013

SemEval-2013 Task 2: Sentiment Analysis in Twitter.
Proceedings of the 7th International Workshop on Semantic Evaluation, 2013

SemEval-2013 Task 4: Free Paraphrases of Noun Compounds.
Proceedings of the 7th International Workshop on Semantic Evaluation, 2013

Sentiment Prediction Using Collaborative Filtering.
Proceedings of the Seventh International Conference on Weblogs and Social Media, 2013

Multilingual Affect Polarity and Valence Prediction in Metaphor-Rich Texts.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012
Cause-Effect Relation Learning.
Proceedings of TextGraphs@ACL 2012: the 7th Workshop on Graph-based Methods for Natural Language Processing, 2012

SemEval-2012 Task 7: Choice of Plausible Alternatives: An Evaluation of Commonsense Causal Reasoning.
Proceedings of the 6th International Workshop on Semantic Evaluation, 2012

Learning Verbs on the Fly.
Proceedings of the COLING 2012, 2012

2011
Learning Temporal Information for States and Events.
Proceedings of the 5th IEEE International Conference on Semantic Computing (ICSC 2011), 2011

Combining Relational and Attributional Similarity for Semantic Relation Classification.
Proceedings of the Recent Advances in Natural Language Processing, 2011

Class Label Enhancement via Related Instances.
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

Unsupervised Name Ambiguity Resolution Using A Generative Model.
Proceedings of the First workshop on Unsupervised Learning in NLP@EMNLP 2011, 2011

Insights from Network Structure for Text Mining.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

2010
SemEval-2010 Task 8: Multi-Way Classification of Semantic Relations between Pairs of Nominals.
Proceedings of the 5th International Workshop on Semantic Evaluation, 2010

Not All Seeds Are Equal: Measuring the Quality of Text Mining Seeds.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010

A Semi-Supervised Method to Learn and Construct Taxonomies Using the Web.
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

Learning Arguments and Supertypes of Semantic Relations Using Recursive Patterns.
Proceedings of the ACL 2010, 2010

2009
Toward Completeness in Concept Extraction and Classification.
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

Determining the Polarity and Source of Opinions Expressed in Political Debates.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2009

Learning and Evaluating the Content and Structure of a Term Taxonomy.
Proceedings of the Learning by Reading and Learning to Read, 2009

2008
Web People Search with Domain Ranking.
Proceedings of the Text, Speech and Dialogue, 11th International Conference, 2008

Domain Information for Fine-Grained Person Name Categorization.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2008

Semantic Class Learning from the Web with Hyponym Pattern Linkage Graphs.
Proceedings of the ACL 2008, 2008

2007
The Influence of Context during the Categorization and Discrimination of Spanish and Portuguese Person Names.
Proces. del Leng. Natural, 2007

Combining data-driven systems for improving Named Entity Recognition.
Data Knowl. Eng., 2007

Multilingual Name Disambiguation with Semantic Information.
Proceedings of the Text, Speech and Dialogue, 10th International Conference, 2007

UA-ZSA: Web Page Clustering on the basis of Name Disambiguation.
Proceedings of the 4th International Workshop on Semantic Evaluations, 2007

UA-ZBSA: A Headline Emotion Classification through Web Information.
Proceedings of the 4th International Workshop on Semantic Evaluations, 2007

How Context and Semantic Information Can Help a Machine Learning System?
Proceedings of the MICAI 2007: Advances in Artificial Intelligence, 2007

Word Sense Disambiguation Using Extended Relevant Domains Resource.
Proceedings of the 2007 International Conference on Artificial Intelligence, 2007

The Usefulness of Conceptual Representation for the Identification of Semantic Variability Expressions.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2007

2006
Contribución de la información semántica en un sistema de aprendizaje automático para resolver la implicación textual.
Proces. del Leng. Natural, 2006

The Effect of Semantic Knowledge Expansion to Textual Entailment Recognition.
Proceedings of the Text, Speech and Dialogue, 9th International Conference, 2006

The Role and Resolution of Textual Entailment in Natural Language Processing Applications.
Proceedings of the Natural Language Processing and Information Systems, 2006

Textual Entailment Beyond Semantic Similarity Information.
Proceedings of the MICAI 2006: Advances in Artificial Intelligence, 2006

An Approach for Textual Entailment Recognition Based on Stacking and Voting.
Proceedings of the MICAI 2006: Advances in Artificial Intelligence, 2006

Paraphrase Identification on the Basis of Supervised Machine Learning Techniques.
Proceedings of the Advances in Natural Language Processing, 2006

Bootstrapping Named Entity Recognition with Automatically Generated Gazetteer Lists.
Proceedings of the EACL 2006, 2006

R2D2 at GeoCLEF 2006: a Mixed Approach.
Proceedings of the Working Notes for CLEF 2006 Workshop co-located with the 10th European Conference on Digital Libraries (ECDL 2006), 2006


Geographic IR Helped by Structured Geospatial Knowledge Resources.
Proceedings of the Working Notes for CLEF 2006 Workshop co-located with the 10th European Conference on Digital Libraries (ECDL 2006), 2006

GIR with Geographic Query Expansion.
Proceedings of the Evaluation of Multilingual and Multi-modal Information Retrieval, 2006

Adaptation of a Machine-learning Textual Entailment System to a Multilingual Answer Validation Exercise.
Proceedings of the Working Notes for CLEF 2006 Workshop co-located with the 10th European Conference on Digital Libraries (ECDL 2006), 2006

University of Alicante at QA@CLEF2006: Answer Validation Exercise.
Proceedings of the Evaluation of Multilingual and Multi-modal Information Retrieval, 2006

An Unsupervised Language Independent Method of Name Discrimination Using Second Order Co-occurrence Features.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2006

2005
NERUA: sistema de detección y clasificación de entidades utilizando aprendizaje automático.
Proces. del Leng. Natural, 2005

Combining Data-Driven Systems for Improving Named Entity Recognition.
Proceedings of the Natural Language Processing and Information Systems, 2005

Self-training and Co-training Applied to Spanish Named Entity Recognition.
Proceedings of the MICAI 2005: Advances in Artificial Intelligence, 2005

University of Alicante at GeoCLEF 2005.
Proceedings of the Accessing Multilingual Information Repositories, 2005

2004
Extracting Named Entities. A Statistical Approach.
Proceedings of the Actes de la 11ème conférence sur le Traitement Automatique des Langues Naturelles. Posters, 2004

Cluster Analysis and Classification of Named Entities.
Proceedings of the Fourth International Conference on Language Resources and Evaluation, 2004

Cluster Analysis of Named Entities.
Proceedings of the Intelligent Information Processing and Web Mining, 2004


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