Veselin Stoyanov

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 50

Top Topics

Document Classification

Sentiment Analysis

Semantic Parsing

Top Venues

SemEval@NAACL-HLT

Publications

Leo Z. Liu, Tim Dettmers, Xi Victoria Lin, Veselin Stoyanov, Xian Li
Towards A Unified View of Sparse Feed-Forward Network in Pretraining Large Language Model. CoRR (2023)
Mengzhou Xia, Mikel Artetxe, Chunting Zhou, Xi Victoria Lin, Ramakanth Pasunuru, Danqi Chen, Luke Zettlemoyer, Veselin Stoyanov
Training Trajectories of Language Models Across Scales. ACL (1) (2023)
Ansong Ni, Srini Iyer, Dragomir Radev, Veselin Stoyanov, Wen-Tau Yih, Sida I. Wang, Xi Victoria Lin
LEVER: Learning to Verify Language-to-Code Generation with Execution. ICML (2023)
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)
Momchil Hardalov, Pepa Atanasova, Todor Mihaylov, Galia Angelova, Kiril Simov, Petya Osenova, Veselin Stoyanov, Ivan Koychev, Preslav Nakov, Dragomir Radev
bgGLUE: A Bulgarian General Language Understanding Evaluation Benchmark. ACL (1) (2023)
Xi Ye, Srinivasan Iyer, Asli Celikyilmaz, Veselin Stoyanov, Greg Durrett, Ramakanth Pasunuru
Complementary Explanations for Effective In-Context Learning. ACL (Findings) (2023)
Zeyu Liu, Tim Dettmers, Xi Lin, Veselin Stoyanov, Xian Li
Towards A Unified View of Sparse Feed-Forward Network in Pretraining Large Language Model. EMNLP (2023)
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)
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)
Rabeeh Karimi Mahabadi, Luke Zettlemoyer, James Henderson, Lambert Mathias, Marzieh Saeidi, Veselin Stoyanov, Majid Yazdani
Prompt-free and Efficient Few-shot Learning with Language Models. ACL (1) (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)
Rabeeh Karimi Mahabadi, Luke Zettlemoyer, James Henderson, Marzieh Saeidi, Lambert Mathias, Veselin Stoyanov, Majid Yazdani
PERFECT: Prompt-free and Efficient Few-shot Learning with Language Models. CoRR (2022)
Mengzhou Xia, Mikel Artetxe, Jingfei Du, Danqi Chen, Veselin Stoyanov
Prompting ELECTRA: Few-Shot Learning with Discriminative Pre-Trained Models. EMNLP (2022)
Mikel Artetxe, Jingfei Du, Naman Goyal, Luke Zettlemoyer, Veselin Stoyanov
On the Role of Bidirectionality in Language Model Pre-Training. EMNLP (Findings) (2022)
Ramakanth Pasunuru, Veselin Stoyanov, Mohit Bansal
Continual Few-Shot Learning for Text Classification. EMNLP (1) (2021)
Jean Maillard, Vladimir Karpukhin, Fabio Petroni, Wen-tau Yih, Barlas Oguz, Veselin Stoyanov, Gargi Ghosh
Multi-Task Retrieval for Knowledge-Intensive Tasks. ACL/IJCNLP (1) (2021)
Beliz Gunel, Jingfei Du, Alexis Conneau, Veselin Stoyanov
Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning. ICLR (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)
Jingfei Du, Edouard Grave, Beliz Gunel, Vishrav Chaudhary, Onur Celebi, Michael Auli, Veselin Stoyanov, Alexis Conneau
Self-training Improves Pre-training for Natural Language Understanding. NAACL-HLT (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)
Jean Maillard, Vladimir Karpukhin, Fabio Petroni, Wen-tau Yih, Barlas Oguz, Veselin Stoyanov, Gargi Ghosh
Multi-task Retrieval for Knowledge-Intensive Tasks. CoRR (2021)
Patrick S. H. Lewis, Myle Ott, Jingfei Du, Veselin Stoyanov
Pretrained Language Models for Biomedical and Clinical Tasks: Understanding and Extending the State-of-the-Art. ClinicalNLP@EMNLP (2020)
Mike Lewis, Yinhan Liu, Naman Goyal, Marjan Ghazvininejad, Abdelrahman Mohamed, Omer Levy, Veselin Stoyanov, Luke Zettlemoyer
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension. ACL (2020)
Jingfei Du, Myle Ott, Haoran Li, Xing Zhou, Veselin Stoyanov
General Purpose Text Embeddings from Pre-trained Language Models for Scalable Inference. EMNLP (Findings) (2020)
Alexis Conneau, Shijie Wu, Haoran Li, Luke Zettlemoyer, Veselin Stoyanov
Emerging Cross-lingual Structure in Pretrained Language Models. ACL (2020)
Jingfei Du, Myle Ott, Haoran Li, Xing Zhou, Veselin Stoyanov
General Purpose Text Embeddings from Pre-trained Language Models for Scalable Inference. CoRR (2020)
Alexis Conneau, Kartikay Khandelwal, Naman Goyal, Vishrav Chaudhary, Guillaume Wenzek, Francisco Guzmán, Edouard Grave, Myle Ott, Luke Zettlemoyer, Veselin Stoyanov
Unsupervised Cross-lingual Representation Learning at Scale. ACL (2020)
Wenhan Xiong, Jingfei Du, William Yang Wang, Veselin Stoyanov
Pretrained Encyclopedia: Weakly Supervised Knowledge-Pretrained Language Model. ICLR (2020)
Armen Aghajanyan, Jean Maillard, Akshat Shrivastava, Keith Diedrick, Michael Haeger, Haoran Li, Yashar Mehdad, Veselin Stoyanov, Anuj Kumar, Mike Lewis, Sonal Gupta
Conversational Semantic Parsing. EMNLP (1) (2020)
Mike Lewis, Yinhan Liu, Naman Goyal, Marjan Ghazvininejad, Abdelrahman Mohamed, Omer Levy, Veselin Stoyanov, Luke Zettlemoyer
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension. CoRR (2019)
Preslav Nakov, Zornitsa Kozareva, Alan Ritter, Sara Rosenthal, Veselin Stoyanov, Theresa Wilson
SemEval-2013 Task 2: Sentiment Analysis in Twitter. CoRR (2019)
Sara Rosenthal, Preslav Nakov, Alan Ritter, Veselin Stoyanov
SemEval-2014 Task 9: Sentiment Analysis in Twitter. CoRR (2019)
Wenhan Xiong, Jingfei Du, William Yang Wang, Veselin Stoyanov
Pretrained Encyclopedia: Weakly Supervised Knowledge-Pretrained Language Model. CoRR (2019)
Preslav Nakov, Alan Ritter, Sara Rosenthal, Fabrizio Sebastiani, Veselin Stoyanov
SemEval-2016 Task 4: Sentiment Analysis in Twitter. CoRR (2019)
Angli Liu, Jingfei Du, Veselin Stoyanov
Knowledge-Augmented Language Model and Its Application to Unsupervised Named-Entity Recognition. NAACL-HLT (1) (2019)
Yinhan Liu, Myle Ott, Naman Goyal, Jingfei Du, Mandar Joshi, Danqi Chen, Omer Levy, Mike Lewis, Luke Zettlemoyer, Veselin Stoyanov
RoBERTa: A Robustly Optimized BERT Pretraining Approach. CoRR (2019)
Guokun Lai, Barlas Oguz, Yiming Yang, Veselin Stoyanov
Bridging the domain gap in cross-lingual document classification. CoRR (2019)
Alexis Conneau, Kartikay Khandelwal, Naman Goyal, Vishrav Chaudhary, Guillaume Wenzek, Francisco Guzmán, Edouard Grave, Myle Ott, Luke Zettlemoyer, Veselin Stoyanov
Unsupervised Cross-lingual Representation Learning at Scale. CoRR (2019)
Angli Liu, Jingfei Du, Veselin Stoyanov
Knowledge-Augmented Language Model and its Application to Unsupervised Named-Entity Recognition. CoRR (2019)
Sara Rosenthal, Saif M. Mohammad, Preslav Nakov, Alan Ritter, Svetlana Kiritchenko, Veselin Stoyanov
SemEval-2015 Task 10: Sentiment Analysis in Twitter. CoRR (2019)
Shijie Wu, Alexis Conneau, Haoran Li, Luke Zettlemoyer, Veselin Stoyanov
Emerging Cross-lingual Structure in Pretrained Language Models. CoRR (2019)
Ying Lin, Shengqi Yang, Veselin Stoyanov, Heng Ji
A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling. ACL (1) (2018)
Felix Stahlberg, James Cross, Veselin Stoyanov
Simple Fusion: Return of the Language Model. WMT (2018)
Felix Stahlberg, James Cross, Veselin Stoyanov
Simple Fusion: Return of the Language Model. CoRR (2018)
Alexis Conneau, Guillaume Lample, Ruty Rinott, Adina Williams, Samuel R. Bowman, Holger Schwenk, Veselin Stoyanov
XNLI: Evaluating Cross-lingual Sentence Representations. CoRR (2018)
Alexis Conneau, Ruty Rinott, Guillaume Lample, Adina Williams, Samuel R. Bowman, Holger Schwenk, Veselin Stoyanov
XNLI: Evaluating Cross-lingual Sentence Representations. EMNLP (2018)
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)
Preslav Nakov, Alan Ritter, Sara Rosenthal, Fabrizio Sebastiani, Veselin Stoyanov
SemEval-2016 Task 4: Sentiment Analysis in Twitter. SemEval@NAACL-HLT (2016)
Sara Rosenthal, Preslav Nakov, Svetlana Kiritchenko, Saif Mohammad, Alan Ritter, Veselin Stoyanov
SemEval-2015 Task 10: Sentiment Analysis in Twitter. SemEval@NAACL-HLT (2015)
Sara Rosenthal, Alan Ritter, Preslav Nakov, Veselin Stoyanov
SemEval-2014 Task 9: Sentiment Analysis in Twitter. SemEval@COLING (2014)
Preslav Nakov, Sara Rosenthal, Zornitsa Kozareva, Veselin Stoyanov, Alan Ritter, Theresa Wilson
SemEval-2013 Task 2: Sentiment Analysis in Twitter. SemEval@NAACL-HLT (2013)
Veselin Stoyanov, James Mayfield, Tan Xu, Douglas W. Oard, Dawn J. Lawrie, Tim Oates, Tim Finin
A Context-Aware Approach to Entity Linking. AKBC-WEKEX@NAACL-HLT (2012)
Veselin Stoyanov, Jason Eisner
Easy-first Coreference Resolution. COLING (2012)
Veselin Stoyanov, Jason Eisner
Minimum-Risk Training of Approximate CRF-Based NLP Systems. HLT-NAACL (2012)
Paul McNamee, Veselin Stoyanov, James Mayfield, Tim Finin, Tim Oates, Tan Xu, Douglas W. Oard, Dawn J. Lawrie
HLTCOE Participation at TAC 2012: Entity Linking and Cold Start Knowledge Base Construction. TAC (2012)
Veselin Stoyanov, Uday Babbar, Pracheer Gupta, Claire Cardie
Reconciling OntoNotes: Unrestricted Coreference Resolution in OntoNotes with Reconcile. CoNLL Shared Task (2011)
Paul McNamee, James Mayfield, Veselin Stoyanov, Douglas W. Oard, Tan Xu, Wu Ke, David S. Doermann
Cross-Language Entity Linking in Maryland during a Hurricane. TAC (2011)
Veselin Stoyanov, Alexander Ropson, Jason Eisner
Empirical Risk Minimization of Graphical Model Parameters Given Approximate Inference, Decoding, and Model Structure. AISTATS (2011)
Veselin Stoyanov, Claire Cardie
Automatically Creating General-Purpose Opinion Summaries from Text. RANLP (2011)
Veselin Stoyanov, Claire Cardie, Nathan Gilbert, Ellen Riloff, David Buttler, David Hysom
Coreference Resolution with Reconcile. ACL (2) (2010)
Veselin Stoyanov, Nathan Gilbert, Claire Cardie, Ellen Riloff
Conundrums in Noun Phrase Coreference Resolution: Making Sense of the State-of-the-Art. ACL/IJCNLP (2009)
Veselin Stoyanov, Claire Cardie
Topic Identification for Fine-Grained Opinion Analysis. COLING (2008)
Veselin Stoyanov, Claire Cardie
Annotating Topics of Opinions. LREC (2008)
Eric Breck, Yejin Choi, Veselin Stoyanov, Claire Cardie
Cornell System Description for the NTCIR-6 Opinion Task. NTCIR (2007)
Swapna Somasundaran, Theresa Wilson, Janyce Wiebe, Veselin Stoyanov
QA with Attitude: Exploiting Opinion Type Analysis for Improving Question Answering in On-line Discussions and the News. ICWSM (2007)
Veselin Stoyanov, Claire Cardie
Partially Supervised Coreference Resolution for Opinion Summarization through Structured Rule Learning. EMNLP (2006)
Veselin Stoyanov, Claire Cardie, Janyce Wiebe
Multi-Perspective Question Answering Using the OpQA Corpus. HLT/EMNLP (2005)
Tom Way, Ben Breech, Wei Du, Veselin Stoyanov, Lori L. Pollock
Using Path-spectra-based Cloning in Region-based Optimization for Instruction-Level Parallelism. PDCS (2001)