| 2023 | EACL | Methods for Measuring, Updating, and Visualizing Factual Beliefs in Language Models. | Peter Hase, Mona T. Diab, Asli Celikyilmaz, Xian Li, Zornitsa Kozareva, Veselin Stoyanov, Mohit Bansal, Srinivasan Iyer |
| 2022 | AISTATS | Fixed Support Tree-Sliced Wasserstein Barycenter. | Yuki Takezawa, Ryoma Sato, Zornitsa Kozareva, Sujith Ravi, Makoto Yamada |
| 2022 | EMNLP | ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection. | Badr AlKhamissi, Faisal Ladhak, Srini Iyer, Veselin Stoyanov, Zornitsa Kozareva, Xian Li, Pascale Fung, Lambert Mathias, Asli Celikyilmaz, Mona T. Diab |
| 2022 | EMNLP | Efficient Large Scale Language Modeling with Mixtures of Experts. | 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 |
| 2022 | EMNLP | Few-shot Learning with Multilingual Generative Language Models. | 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 |
| 2022 | NAACL | Improving In-Context Few-Shot Learning via Self-Supervised Training. | Mingda Chen, Jingfei Du, Ramakanth Pasunuru, Todor Mihaylov, Srini Iyer, Veselin Stoyanov, Zornitsa Kozareva |
| 2021 | EACL | ProFormer: Towards On-Device LSH Projection Based Transformers. | Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva |
| 2021 | EACL | On-Device Text Representations Robust To Misspellings via Projections. | Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva |
| 2021 | SIGdial | SoDA: On-device Conversational Slot Extraction. | Sujith Ravi, Zornitsa Kozareva |
| 2020 | ECCV | Environment-Agnostic Multitask Learning for Natural Language Grounded Navigation. | Xin Eric Wang, Vihan Jain, Eugene Ie, William Yang Wang, Zornitsa Kozareva, Sujith Ravi |
| 2019 | ACL | On-device Structured and Context Partitioned Projection Networks. | Sujith Ravi, Zornitsa Kozareva |
| 2019 | EMNLP | ProSeqo: Projection Sequence Networks for On-Device Text Classification. | Zornitsa Kozareva, Sujith Ravi |
| 2019 | EMNLP | PRADO: Projection Attention Networks for Document Classification On-Device. | Prabhu Kaliamoorthi, Sujith Ravi, Zornitsa Kozareva |
| 2019 | NAACL | Transferable Neural Projection Representations. | Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva |
| 2018 | AAAI | Variational Reasoning for Question Answering With Knowledge Graph. | Yuyu Zhang, Hanjun Dai, Zornitsa Kozareva, Alexander J. Smola, Le Song |
| 2018 | EMNLP | Self-Governing Neural Networks for On-Device Short Text Classification. | Sujith Ravi, Zornitsa Kozareva |
| 2018 | EMNLP | Self-Governing Neural Networks for On-Device Short Text Classification. | Sujith Ravi, Zornitsa Kozareva |
| 2018 | ICML | Learning Steady-States of Iterative Algorithms over Graphs. | Hanjun Dai, Zornitsa Kozareva, Bo Dai, Alexander J. Smola, Le Song |
| 2016 | ACL | Recognizing Salient Entities in Shopping Queries. | Zornitsa Kozareva, Qi Li, Ke Zhai, Weiwei Guo |
| 2016 | ACL | Which Tumblr Post Should I Read Next? | Zornitsa Kozareva, Makoto Yamada |
| 2016 | SIGIR | Query to Knowledge: Unsupervised Entity Extraction from Shopping Queries using Adaptor Grammars. | Ke Zhai, Zornitsa Kozareva, Yuening Hu, Qi Li, Weiwei Guo |
| 2015 | NAACL | Everyone Likes Shopping! Multi-class Product Categorization for e-Commerce. | Zornitsa Kozareva |
| 2013 | ACL | Multilingual Affect Polarity and Valence Prediction in Metaphor-Rich Texts. | Zornitsa Kozareva |
| 2013 | ICWSM | Sentiment Prediction Using Collaborative Filtering. | Jihie Kim, Jae-Bong Yoo, Ho Lim, Huida Qiu, Zornitsa Kozareva, Aram Galstyan |
| 2012 | COLING | Learning Verbs on the Fly. | Zornitsa Kozareva |
| 2011 | ACL | Insights from Network Structure for Text Mining. | Zornitsa Kozareva, Eduard H. Hovy |
| 2011 | EMNLP | Unsupervised Name Ambiguity Resolution Using A Generative Model. | Zornitsa Kozareva, Sujith Ravi |
| 2011 | EMNLP | Class Label Enhancement via Related Instances. | Zornitsa Kozareva, Konstantin Voevodski, Shang-Hua Teng |
| 2011 | RANLP | Combining Relational and Attributional Similarity for Semantic Relation Classification. | Preslav Nakov, Zornitsa Kozareva |
| 2010 | ACL | Learning Arguments and Supertypes of Semantic Relations Using Recursive Patterns. | Zornitsa Kozareva, Eduard H. Hovy |
| 2010 | EMNLP | A Semi-Supervised Method to Learn and Construct Taxonomies Using the Web. | Zornitsa Kozareva, Eduard H. Hovy |
| 2010 | NAACL | Not All Seeds Are Equal: Measuring the Quality of Text Mining Seeds. | Zornitsa Kozareva, Eduard H. Hovy |
| 2009 | CICLING | Determining the Polarity and Source of Opinions Expressed in Political Debates. | Alexandra Balahur, Zornitsa Kozareva, Andrs Montoyo |
| 2009 | EMNLP | Toward Completeness in Concept Extraction and Classification. | Eduard H. Hovy, Zornitsa Kozareva, Ellen Riloff |
| 2009 | NAACL | SemEval-2010 Task 8: Multi-Way Classification of Semantic Relations Between Pairs of Nominals. | Iris Hendrickx, Su Nam Kim, Zornitsa Kozareva, Preslav Nakov, Diarmuid Saghdha, Sebastian Pad, Marco Pennacchiotti, Lorenza Romano, Stan Szpakowicz |
| 2008 | ACL | Semantic Class Learning from the Web with Hyponym Pattern Linkage Graphs. | Zornitsa Kozareva, Ellen Riloff, Eduard H. Hovy |
| 2008 | CICLING | Domain Information for Fine-Grained Person Name Categorization. | Zornitsa Kozareva, Sonia Vzquez, Andrs Montoyo |
| 2007 | CICLING | The Usefulness of Conceptual Representation for the Identification of Semantic Variability Expressions. | Zornitsa Kozareva, Sonia Vzquez, Andrs Montoyo |
| 2006 | CICLING | An Unsupervised Language Independent Method of Name Discrimination Using Second Order Co-occurrence Features. | Ted Pedersen, Anagha Kulkarni, Roxana Angheluta, Zornitsa Kozareva, Thamar Solorio |
| 2006 | EACL | Bootstrapping Named Entity Recognition with Automatically Generated Gazetteer Lists. | Zornitsa Kozareva |
| 2006 | NLDB | The Role and Resolution of Textual Entailment in Natural Language Processing Applications. | Zornitsa Kozareva, Andrs Montoyo |
| 2005 | NLDB | Combining Data-Driven Systems for Improving Named Entity Recognition. | Zornitsa Kozareva, scar Ferrndez, Andrs Montoyo, Rafael Muoz, Armando Surez |
| 2004 | LREC | Cluster Analysis and Classification of Named Entities. | Joaquim Ferreira da Silva, Zornitsa Kozareva, Jos Gabriel Pereira Lopes |