Zornitsa Kozareva

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 40

Top Topics

Multitask Learning

Short Text Classification

Top Venues

Publications

Peter Hase, Mona T. Diab, Asli Celikyilmaz, Xian Li, Zornitsa Kozareva, Veselin Stoyanov, Mohit Bansal, Srinivasan Iyer
Methods for Measuring, Updating, and Visualizing Factual Beliefs in Language Models. EACL (2023)
Makoto Yamada, Yuki Takezawa, Ryoma Sato, Han Bao, Zornitsa Kozareva, Sujith Ravi
Approximating 1-Wasserstein Distance with Trees. CoRR (2022)
Mingda Chen, Jingfei Du, Ramakanth Pasunuru, Todor Mihaylov, Srini Iyer, Veselin Stoyanov, Zornitsa Kozareva
Improving In-Context Few-Shot Learning via Self-Supervised Training. CoRR (2022)
Badr AlKhamissi, Faisal Ladhak, Srini Iyer, Ves Stoyanov, Zornitsa Kozareva, Xian Li, Pascale Fung, Lambert Mathias, Asli Celikyilmaz, Mona T. Diab
ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection. CoRR (2022)
Yuki Takezawa, Ryoma Sato, Zornitsa Kozareva, Sujith Ravi, Makoto Yamada
Fixed Support Tree-Sliced Wasserstein Barycenter. AISTATS (2022)
Mingda Chen, Jingfei Du, Ramakanth Pasunuru, Todor Mihaylov, Srini Iyer, Veselin Stoyanov, Zornitsa Kozareva
Improving In-Context Few-Shot Learning via Self-Supervised Training. NAACL-HLT (2022)
Mikel Artetxe, Shruti Bhosale, Naman Goyal, Todor Mihaylov, Myle Ott, Sam Shleifer, Xi Victoria Lin, Jingfei Du, Srinivasan Iyer, Ramakanth Pasunuru, Giridharan Anantharaman, Xian Li, Shuohui Chen, Halil Akin, Mandeep Baines, Louis Martin, Xing Zhou, Punit Singh Koura, Brian O'Horo, Jeffrey Wang, Luke Zettlemoyer, Mona T. Diab, Zornitsa Kozareva, Veselin Stoyanov
Efficient Large Scale Language Modeling with Mixtures of Experts. EMNLP (2022)
Xi Victoria Lin, Todor Mihaylov, Mikel Artetxe, Tianlu Wang, Shuohui Chen, Daniel Simig, Myle Ott, Naman Goyal, Shruti Bhosale, Jingfei Du, Ramakanth Pasunuru, Sam Shleifer, Punit Singh Koura, Vishrav Chaudhary, Brian O'Horo, Jeff Wang, Luke Zettlemoyer, Zornitsa Kozareva, Mona Diab, Veselin Stoyanov, Xian Li
Few-shot Learning with Multilingual Generative Language Models. EMNLP (2022)
Badr AlKhamissi, Faisal Ladhak, Srinivasan Iyer, Veselin Stoyanov, Zornitsa Kozareva, Xian Li, Pascale Fung, Lambert Mathias, Asli Celikyilmaz, Mona T. Diab
ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection. EMNLP (2022)
Makoto Yamada, Yuki Takezawa, Ryoma Sato, Han Bao, Zornitsa Kozareva, Sujith Ravi
Approximating 1-Wasserstein Distance with Trees. Trans. Mach. Learn. Res. 2022 (2022)
Yuki Takezawa, Ryoma Sato, Zornitsa Kozareva, Sujith Ravi, Makoto Yamada
Fixed Support Tree-Sliced Wasserstein Barycenter. CoRR (2021)
Peter Hase, Mona T. Diab, Asli Celikyilmaz, Xian Li, Zornitsa Kozareva, Veselin Stoyanov, Mohit Bansal, Srinivasan Iyer
Do Language Models Have Beliefs? Methods for Detecting, Updating, and Visualizing Model Beliefs. CoRR (2021)
Sujith Ravi, Zornitsa Kozareva
SoDA: On-device Conversational Slot Extraction. SIGDIAL (2021)
Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva
ProFormer: Towards On-Device LSH Projection Based Transformers. EACL (2021)
Xi Victoria Lin, Todor Mihaylov, Mikel Artetxe, Tianlu Wang, Shuohui Chen, Daniel Simig, Myle Ott, Naman Goyal, Shruti Bhosale, Jingfei Du, Ramakanth Pasunuru, Sam Shleifer, Punit Singh Koura, Vishrav Chaudhary, Brian O'Horo, Jeff Wang, Luke Zettlemoyer, Zornitsa Kozareva, Mona T. Diab, Veselin Stoyanov, Xian Li
Few-shot Learning with Multilingual Language Models. CoRR (2021)
Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva
On-Device Text Representations Robust To Misspellings via Projections. EACL (2021)
Mikel Artetxe, Shruti Bhosale, Naman Goyal, Todor Mihaylov, Myle Ott, Sam Shleifer, Xi Victoria Lin, Jingfei Du, Srinivasan Iyer, Ramakanth Pasunuru, Giri Anantharaman, Xian Li, Shuohui Chen, Halil Akin, Mandeep Baines, Louis Martin, Xing Zhou, Punit Singh Koura, Brian O'Horo, Jeff Wang, Luke Zettlemoyer, Mona T. Diab, Zornitsa Kozareva, Ves Stoyanov
Efficient Large Scale Language Modeling with Mixtures of Experts. CoRR (2021)
Xin Wang, Vihan Jain, Eugene Ie, William Yang Wang, Zornitsa Kozareva, Sujith Ravi
Environment-agnostic Multitask Learning for Natural Language Grounded Navigation. CoRR (2020)
Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva
ProFormer: Towards On-Device LSH Projection Based Transformers. CoRR (2020)
Xin Eric Wang, Vihan Jain, Eugene Ie, William Yang Wang, Zornitsa Kozareva, Sujith Ravi
Environment-Agnostic Multitask Learning for Natural Language Grounded Navigation. ECCV (24) (2020)
Zornitsa Kozareva, Sujith Ravi
ProSeqo: Projection Sequence Networks for On-Device Text Classification. EMNLP/IJCNLP (1) (2019)
Preslav Nakov, Zornitsa Kozareva, Alan Ritter, Sara Rosenthal, Veselin Stoyanov, Theresa Wilson
SemEval-2013 Task 2: Sentiment Analysis in Twitter. CoRR (2019)
Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva
Transferable Neural Projection Representations. CoRR (2019)
Xin Wang, Vihan Jain, Eugene Ie, William Yang Wang, Zornitsa Kozareva, Sujith Ravi
Natural Language Grounded Multitask Navigation. ViGIL@NeurIPS (2019)
Iris Hendrickx, Su Nam Kim, Zornitsa Kozareva, Preslav Nakov, Diarmuid Ó Séaghdha, Sebastian Padó, Marco Pennacchiotti, Lorenza Romano, Stan Szpakowicz
SemEval-2010 Task 8: Multi-Way Classification of Semantic Relations Between Pairs of Nominals. CoRR (2019)
Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva
Transferable Neural Projection Representations. NAACL-HLT (1) (2019)
Prabhu Kaliamoorthi, Sujith Ravi, Zornitsa Kozareva
PRADO: Projection Attention Networks for Document Classification On-Device. EMNLP/IJCNLP (1) (2019)
Iris Hendrickx, Preslav Nakov, Stan Szpakowicz, Zornitsa Kozareva, Diarmuid Ó Séaghdha, Tony Veale
SemEval-2013 Task 4: Free Paraphrases of Noun Compounds. CoRR (2019)
Sujith Ravi, Zornitsa Kozareva
On-device Structured and Context Partitioned Projection Networks. ACL (1) (2019)
Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva
On the Robustness of Projection Neural Networks For Efficient Text Representation: An Empirical Study. CoRR (2019)
Sujith Ravi, Zornitsa Kozareva
Self-Governing Neural Networks for On-Device Short Text Classification. EMNLP (2018)
Hanjun Dai, Zornitsa Kozareva, Bo Dai, Alexander J. Smola, Le Song
Learning Steady-States of Iterative Algorithms over Graphs. ICML (2018)
Sujith Ravi, Zornitsa Kozareva
Self-Governing Neural Networks for On-Device Short Text Classification. EMNLP (2018)
Yuyu Zhang, Hanjun Dai, Zornitsa Kozareva, Alexander J. Smola, Le Song
Variational Reasoning for Question Answering With Knowledge Graph. AAAI (2018)
Yuyu Zhang, Hanjun Dai, Zornitsa Kozareva, Alexander J. Smola, Le Song
Variational Reasoning for Question Answering with Knowledge Graph. CoRR (2017)
Todor Mihaylov, Zornitsa Kozareva, Anette Frank
Neural Skill Transfer from Supervised Language Tasks to Reading Comprehension. CoRR (2017)
Preslav Nakov, Sara Rosenthal, Svetlana Kiritchenko, Saif M. Mohammad, Zornitsa Kozareva, Alan Ritter, Veselin Stoyanov, Xiaodan Zhu
Developing a successful SemEval task in sentiment analysis of Twitter and other social media texts. Lang. Resour. Evaluation 50 (1) (2016)
Ke Zhai, Zornitsa Kozareva, Yuening Hu, Qi Li, Weiwei Guo
Query to Knowledge: Unsupervised Entity Extraction from Shopping Queries using Adaptor Grammars. SIGIR (2016)
Zornitsa Kozareva, Qi Li, Ke Zhai, Weiwei Guo
Recognizing Salient Entities in Shopping Queries. ACL (2) (2016)
Zornitsa Kozareva, Makoto Yamada
Which Tumblr Post Should I Read Next? ACL (2) (2016)
Zornitsa Kozareva
Everyone Likes Shopping! Multi-class Product Categorization for e-Commerce. HLT-NAACL (2015)
Zornitsa Kozareva
Multilingual Affect Polarity and Valence Prediction in Metaphors. WASSA@EMNLP (2015)
Zornitsa Kozareva, Vivi Nastase, Rada Mihalcea
Word from the editors. Nat. Lang. Eng. 21 (5) (2015)
Preslav Nakov, Sara Rosenthal, Zornitsa Kozareva, Veselin Stoyanov, Alan Ritter, Theresa Wilson
SemEval-2013 Task 2: Sentiment Analysis in Twitter. SemEval@NAACL-HLT (2013)
Zornitsa Kozareva
Multilingual Affect Polarity and Valence Prediction in Metaphor-Rich Texts. ACL (1) (2013)
Jihie Kim, Jae-Bong Yoo, Ho Lim, Huida Qiu, Zornitsa Kozareva, Aram Galstyan
Sentiment Prediction Using Collaborative Filtering. ICWSM (2013)
Zornitsa Kozareva, Eduard H. Hovy
Tailoring the automated construction of large-scale taxonomies using the web. Lang. Resour. Evaluation 47 (3) (2013)
Iris Hendrickx, Zornitsa Kozareva, Preslav Nakov, Diarmuid Ó Séaghdha, Stan Szpakowicz, Tony Veale
SemEval-2013 Task 4: Free Paraphrases of Noun Compounds. SemEval@NAACL-HLT (2013)
Laura M. Smith, Linhong Zhu, Kristina Lerman, Zornitsa Kozareva
The Role of Social Media in the Discussion of Controversial Topics. SocialCom (2013)
Zornitsa Kozareva
Learning Verbs on the Fly. COLING (Posters) (2012)
Andrew S. Gordon, Zornitsa Kozareva, Melissa Roemmele
SemEval-2012 Task 7: Choice of Plausible Alternatives: An Evaluation of Commonsense Causal Reasoning. SemEval@NAACL-HLT (2012)
Zornitsa Kozareva
Cause-Effect Relation Learning. TextGraphs@ACL (2012)
Zornitsa Kozareva, Eduard H. Hovy
Learning Temporal Information for States and Events. ICSC (2011)
Zornitsa Kozareva, Sujith Ravi
Unsupervised Name Ambiguity Resolution Using A Generative Model. ULNLP@EMNLP (2011)
Zornitsa Kozareva, Eduard H. Hovy
Insights from Network Structure for Text Mining. ACL (2011)
Preslav Nakov, Zornitsa Kozareva
Combining Relational and Attributional Similarity for Semantic Relation Classification. RANLP (2011)
Zornitsa Kozareva, Konstantin Voevodski, Shang-Hua Teng
Class Label Enhancement via Related Instances. EMNLP (2011)
Zornitsa Kozareva, Eduard H. Hovy
Not All Seeds Are Equal: Measuring the Quality of Text Mining Seeds. HLT-NAACL (2010)
Iris Hendrickx, Su Nam Kim, Zornitsa Kozareva, Preslav Nakov, Diarmuid Ó Séaghdha, Sebastian Padó, Marco Pennacchiotti, Lorenza Romano, Stan Szpakowicz
SemEval-2010 Task 8: Multi-Way Classification of Semantic Relations between Pairs of Nominals. SemEval@ACL (2010)
Zornitsa Kozareva, Eduard H. Hovy
A Semi-Supervised Method to Learn and Construct Taxonomies Using the Web. EMNLP (2010)
Zornitsa Kozareva, Eduard H. Hovy
Learning Arguments and Supertypes of Semantic Relations Using Recursive Patterns. ACL (2010)
Iris Hendrickx, Su Nam Kim, Zornitsa Kozareva, Preslav Nakov, Diarmuid Ó Séaghdha, Sebastian Padó, Marco Pennacchiotti, Lorenza Romano, Stan Szpakowicz
SemEval-2010 Task 8: Multi-Way Classification of Semantic Relations Between Pairs of Nominals. SEW@NAACL-HLT (2009)
Alexandra Balahur, Zornitsa Kozareva, Andrés Montoyo
Determining the Polarity and Source of Opinions Expressed in Political Debates. CICLing (2009)
Zornitsa Kozareva, Eduard H. Hovy, Ellen Riloff
Learning and Evaluating the Content and Structure of a Term Taxonomy. AAAI Spring Symposium: Learning by Reading and Learning to Read (2009)
Eduard H. Hovy, Zornitsa Kozareva, Ellen Riloff
Toward Completeness in Concept Extraction and Classification. EMNLP (2009)
Zornitsa Kozareva, Ellen Riloff, Eduard H. Hovy
Semantic Class Learning from the Web with Hyponym Pattern Linkage Graphs. ACL (2008)
Zornitsa Kozareva, Rumen Moraliyski, Gaël Dias
Web People Search with Domain Ranking. TSD (2008)
Zornitsa Kozareva, Sonia Vázquez, Andrés Montoyo
Domain Information for Fine-Grained Person Name Categorization. CICLing (2008)
Zornitsa Kozareva, Sonia Vázquez, Andrés Montoyo
The Usefulness of Conceptual Representation for the Identification of Semantic Variability Expressions. CICLing (2007)
Zornitsa Kozareva, Borja Navarro, Sonia Vázquez, Andrés Montoyo
UA-ZBSA: A Headline Emotion Classification through Web Information. SemEval@ACL (2007)
Sonia Vázquez, Zornitsa Kozareva, Andrés Montoyo
How Context and Semantic Information Can Help a Machine Learning System? MICAI (2007)
Zornitsa Kozareva, Sonia Vázquez, Andrés Montoyo
Multilingual Name Disambiguation with Semantic Information. TSD (2007)
Zornitsa Kozareva, Sonia Vázquez, Andrés Montoyo
UA-ZSA: Web Page Clustering on the basis of Name Disambiguation. SemEval@ACL (2007)
Zornitsa Kozareva, Óscar Ferrández, Andrés Montoyo, Rafael Muñoz, Armando Suárez, Jaime Gómez
Combining data-driven systems for improving Named Entity Recognition. Data Knowl. Eng. 61 (3) (2007)
Sonia Vázquez, Andrés Montoyo, Zornitsa Kozareva
Word Sense Disambiguation Using Extended Relevant Domains Resource. IC-AI (2007)
Zornitsa Kozareva, Sonia Vázquez, Andrés Montoyo
The Influence of Context during the Categorization and Discrimination of Spanish and Portuguese Person Names. Proces. del Leng. Natural 39 (2007)
Zornitsa Kozareva, Sonia Vázquez, Andrés Montoyo
Adaptation of a Machine-learning Textual Entailment System to a Multilingual Answer Validation Exercise. CLEF (Working Notes) (2006)
Zornitsa Kozareva, Sonia Vázquez, Andrés Montoyo
University of Alicante at QA@CLEF2006: Answer Validation Exercise. CLEF (2006)
Sonia Vázquez, Zornitsa Kozareva, Andrés Montoyo
Textual Entailment Beyond Semantic Similarity Information. MICAI (2006)
Zornitsa Kozareva, Sonia Vázquez, Andrés Montoyo
The Effect of Semantic Knowledge Expansion to Textual Entailment Recognition. TSD (2006)
Zornitsa Kozareva, Andrés Montoyo
Paraphrase Identification on the Basis of Supervised Machine Learning Techniques. FinTAL (2006)
Zornitsa Kozareva, Andrés Montoyo
An Approach for Textual Entailment Recognition Based on Stacking and Voting. MICAI (2006)
Antonio Toral, Óscar Ferrández, Elisa Noguera, Zornitsa Kozareva, Andrés Montoyo, Rafael Muñoz
GIR with Geographic Query Expansion. CLEF (2006)
Manuel García Vega, Miguel Angel García Cumbreras, Luis Alfonso Ureña López, José M. Perea-Ortega, Francisco Javier Ariza-López, Óscar Ferrández, Antonio Toral, Zornitsa Kozareva, Elisa Noguera, Andrés Montoyo, Rafael Muñoz, Davide Buscaldi, Paolo Rosso
R2D2 at GeoCLEF 2006: A Combined Approach. CLEF (2006)
Ted Pedersen, Anagha Kulkarni, Roxana Angheluta, Zornitsa Kozareva, Thamar Solorio
An Unsupervised Language Independent Method of Name Discrimination Using Second Order Co-occurrence Features. CICLing (2006)
Antonio Toral, Óscar Ferrández, Elisa Noguera, Zornitsa Kozareva, Andrés Montoyo, Rafael Muñoz
Geographic IR Helped by Structured Geospatial Knowledge Resources. CLEF (Working Notes) (2006)
Manuel García Vega, Miguel Ángel García Cumbreras, Luis Alfonso Ureña López, José M. Perea-Ortega, Francisco Javier Ariza-López, Óscar Ferrández, Antonio Toral, Zornitsa Kozareva, Elisa Noguera, Andrés Montoyo, Rafael Muñoz, Davide Buscaldi, Paolo Rosso
R2D2 at GeoCLEF 2006: a Mixed Approach. CLEF (Working Notes) (2006)
Zornitsa Kozareva, Andrés Montoyo
The Role and Resolution of Textual Entailment in Natural Language Processing Applications. NLDB (2006)
Zornitsa Kozareva
Bootstrapping Named Entity Recognition with Automatically Generated Gazetteer Lists. EACL (2006)
Sonia Vázquez, Zornitsa Kozareva, Andrés Montoyo
Contribución de la información semántica en un sistema de aprendizaje automático para resolver la implicación textual. Proces. del Leng. Natural 37 (2006)
Óscar Ferrández, Zornitsa Kozareva, Antonio Toral, Elisa Noguera, Andrés Montoyo, Rafael Muñoz, Fernando Llopis
University of Alicante at GeoCLEF 2005. CLEF (2005)
Zornitsa Kozareva, Boyan Bonev, Andrés Montoyo
Self-training and Co-training Applied to Spanish Named Entity Recognition. MICAI (2005)
Zornitsa Kozareva, Óscar Ferrández, Andrés Montoyo, Rafael Muñoz, Armando Suárez
Combining Data-Driven Systems for Improving Named Entity Recognition. NLDB (2005)
Óscar Ferrández, Zornitsa Kozareva, Antonio Toral, Elisa Noguera, Andrés Montoyo, Rafael Muñoz, Fernando Llopis
The University of Alicante at GeoCLEF 2005. CLEF (Working Notes) (2005)
Óscar Ferrández, Zornitsa Kozareva, Andrés Montoyo, Rafael Muñoz
NERUA: sistema de detección y clasificación de entidades utilizando aprendizaje automático. Proces. del Leng. Natural 35 (2005)
Joaquim Ferreira da Silva, Zornitsa Kozareva, José Gabriel Pereira Lopes
Cluster Analysis and Classification of Named Entities. LREC (2004)
Zornitsa Kozareva, Joaquim Ferreira da Silva, Pablo Gamallo, Gabriel Pereira Lopes
Cluster Analysis of Named Entities. Intelligent Information Systems (2004)
Joaquim F. Silva, Zornitsa Kozareva, Veska Noncheva, Gabriel Pereira Lopes
Extracting Named Entities. A Statistical Approach. TALN (Posters) (2004)