Veselin Stoyanov

76 papers A* 13A 3B 3Misc 1Journal 24Unranked 30

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	The CLEF-2026 FinMMEval Lab: Multilingual and Multimodal Evaluation of Financial AI Systems. ECIR (4) Zhuohan Xie, Rania Elbadry, Fan Zhang, Georgi Georgiev, Xueqing Peng, Lingfei Qian, Jimin Huang, Dimitar Dimitrov, Vanshikaa Jani, Yuyang Dai, Jiahui Geng, Yuxia Wang, Ivan Koychev, Veselin Stoyanov, Preslav Nakov
2026	J	`jnl`	The CLEF-2026 FinMMEval Lab: Multilingual and Multimodal Evaluation of Financial AI Systems. CoRR Zhuohan Xie, Rania Elbadry, Fan Zhang, Georgi Georgiev, Xueqing Peng, Lingfei Qian, Jimin Huang, Dimitar Dimitrov, Vanshikaa Jani, Yuyang Dai, Jiahui Geng, Yuxia Wang, Ivan Koychev, Veselin Stoyanov, Preslav Nakov
2025	J	`jnl`	Evaluate Bias without Manual Test Sets: A Concept Representation Perspective for LLMs. CoRR Lang Gao, Kaiyang Wan, Wei Liu, Chenxi Wang, Zirui Song, Zixiang Xu, Yanbo Wang, Veselin Stoyanov, Xiuying Chen
2025	J	`jnl`	FinChain: A Symbolic Benchmark for Verifiable Chain-of-Thought Financial Reasoning. CoRR Zhuohan Xie, Dhruv Sahnan, Debopriyo Banerjee, Georgi Georgiev, Rushil Thareja, Hachem Madmoun, Jinyan Su, Aaryamonvikram Singh, Yuxia Wang, Rui Xing, Fajri Koto, Haonan Li, Ivan Koychev, Tanmoy Chakraborty, Salem Lahlou, Veselin Stoyanov, Preslav Nakov
2023	—	`conf`	Complementary Explanations for Effective In-Context Learning. ACL (Findings) Xi Ye, Srinivasan Iyer, Asli Celikyilmaz, Veselin Stoyanov, Greg Durrett, Ramakanth Pasunuru
2023	A*	`conf`	LEVER: Learning to Verify Language-to-Code Generation with Execution. ICML Ansong Ni, Srini Iyer, Dragomir Radev, Veselin Stoyanov, Wen-tau Yih, Sida I. Wang, Xi Victoria Lin
2023	A	`conf`	Methods for Measuring, Updating, and Visualizing Factual Beliefs in Language Models. EACL Peter Hase, Mona T. Diab, Asli Celikyilmaz, Xian Li, Zornitsa Kozareva, Veselin Stoyanov, Mohit Bansal, Srinivasan Iyer
2023	A*	`conf`	Towards A Unified View of Sparse Feed-Forward Network in Pretraining Large Language Model. EMNLP Zeyu Liu, Tim Dettmers, Xi Lin, Veselin Stoyanov, Xian Li
2023	J	`jnl`	Towards A Unified View of Sparse Feed-Forward Network in Pretraining Large Language Model. CoRR Leo Z. Liu, Tim Dettmers, Xi Victoria Lin, Veselin Stoyanov, Xian Li
2023	—	`conf`	Training Trajectories of Language Models Across Scales. ACL (1) Mengzhou Xia, Mikel Artetxe, Chunting Zhou, Xi Victoria Lin, Ramakanth Pasunuru, Danqi Chen, Luke Zettlemoyer, Veselin Stoyanov
2023	—	`conf`	bgGLUE: A Bulgarian General Language Understanding Evaluation Benchmark. ACL (1) Momchil Hardalov, Pepa Atanasova, Todor Mihaylov, Galia Angelova, Kiril Simov, Petya Osenova, Veselin Stoyanov, Ivan Koychev, Preslav Nakov, Dragomir Radev
2022	A*	`conf`	Efficient Large Scale Language Modeling with Mixtures of Experts. EMNLP 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	A*	`conf`	Few-shot Learning with Multilingual Generative Language Models. EMNLP 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	—	`conf`	Improving In-Context Few-Shot Learning via Self-Supervised Training. NAACL-HLT Mingda Chen, Jingfei Du, Ramakanth Pasunuru, Todor Mihaylov, Srini Iyer, Veselin Stoyanov, Zornitsa Kozareva
2022	J	`jnl`	Improving In-Context Few-Shot Learning via Self-Supervised Training. CoRR Mingda Chen, Jingfei Du, Ramakanth Pasunuru, Todor Mihaylov, Srini Iyer, Veselin Stoyanov, Zornitsa Kozareva
2022	—	`conf`	On the Role of Bidirectionality in Language Model Pre-Training. EMNLP (Findings) Mikel Artetxe, Jingfei Du, Naman Goyal, Luke Zettlemoyer, Veselin Stoyanov
2022	J	`jnl`	PERFECT: Prompt-free and Efficient Few-shot Learning with Language Models. CoRR Rabeeh Karimi Mahabadi, Luke Zettlemoyer, James Henderson, Marzieh Saeidi, Lambert Mathias, Veselin Stoyanov, Majid Yazdani
2022	—	`conf`	Prompt-free and Efficient Few-shot Learning with Language Models. ACL (1) Rabeeh Karimi Mahabadi, Luke Zettlemoyer, James Henderson, Lambert Mathias, Marzieh Saeidi, Veselin Stoyanov, Majid Yazdani
2022	A*	`conf`	Prompting ELECTRA: Few-Shot Learning with Discriminative Pre-Trained Models. EMNLP Mengzhou Xia, Mikel Artetxe, Jingfei Du, Danqi Chen, Veselin Stoyanov
2022	A*	`conf`	ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection. EMNLP Badr AlKhamissi, Faisal Ladhak, Srini Iyer, Veselin Stoyanov, Zornitsa Kozareva, Xian Li, Pascale Fung, Lambert Mathias, Asli Celikyilmaz, Mona T. Diab
2021	—	`conf`	Continual Few-Shot Learning for Text Classification. EMNLP (1) Ramakanth Pasunuru, Veselin Stoyanov, Mohit Bansal
2021	J	`jnl`	Do Language Models Have Beliefs? Methods for Detecting, Updating, and Visualizing Model Beliefs. CoRR Peter Hase, Mona T. Diab, Asli Celikyilmaz, Xian Li, Zornitsa Kozareva, Veselin Stoyanov, Mohit Bansal, Srinivasan Iyer
2021	J	`jnl`	Few-shot Learning with Multilingual Language Models. CoRR 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
2021	—	`conf`	Multi-Task Retrieval for Knowledge-Intensive Tasks. ACL/IJCNLP (1) Jean Maillard, Vladimir Karpukhin, Fabio Petroni, Wen-tau Yih, Barlas Oguz, Veselin Stoyanov, Gargi Ghosh
2021	J	`jnl`	Multi-task Retrieval for Knowledge-Intensive Tasks. CoRR Jean Maillard, Vladimir Karpukhin, Fabio Petroni, Wen-tau Yih, Barlas Oguz, Veselin Stoyanov, Gargi Ghosh
2021	—	`conf`	Self-training Improves Pre-training for Natural Language Understanding. NAACL-HLT Jingfei Du, Edouard Grave, Beliz Gunel, Vishrav Chaudhary, Onur Celebi, Michael Auli, Veselin Stoyanov, Alexis Conneau
2021	A*	`conf`	Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning. ICLR Beliz Gunel, Jingfei Du, Alexis Conneau, Veselin Stoyanov
2020	A*	`conf`	BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension. ACL Mike Lewis, Yinhan Liu, Naman Goyal, Marjan Ghazvininejad, Abdelrahman Mohamed, Omer Levy, Veselin Stoyanov, Luke Zettlemoyer
2020	—	`conf`	Conversational Semantic Parsing. EMNLP (1) Armen Aghajanyan, Jean Maillard, Akshat Shrivastava, Keith Diedrick, Michael Haeger, Haoran Li, Yashar Mehdad, Veselin Stoyanov, Anuj Kumar, Mike Lewis, Sonal Gupta
2020	A*	`conf`	Emerging Cross-lingual Structure in Pretrained Language Models. ACL Alexis Conneau, Shijie Wu, Haoran Li, Luke Zettlemoyer, Veselin Stoyanov
2020	—	`conf`	General Purpose Text Embeddings from Pre-trained Language Models for Scalable Inference. EMNLP (Findings) Jingfei Du, Myle Ott, Haoran Li, Xing Zhou, Veselin Stoyanov
2020	J	`jnl`	General Purpose Text Embeddings from Pre-trained Language Models for Scalable Inference. CoRR Jingfei Du, Myle Ott, Haoran Li, Xing Zhou, Veselin Stoyanov
2020	A*	`conf`	Pretrained Encyclopedia: Weakly Supervised Knowledge-Pretrained Language Model. ICLR Wenhan Xiong, Jingfei Du, William Yang Wang, Veselin Stoyanov
2020	—	`conf`	Pretrained Language Models for Biomedical and Clinical Tasks: Understanding and Extending the State-of-the-Art. ClinicalNLP@EMNLP Patrick Lewis, Myle Ott, Jingfei Du, Veselin Stoyanov
2020	A*	`conf`	Unsupervised Cross-lingual Representation Learning at Scale. ACL Alexis Conneau, Kartikay Khandelwal, Naman Goyal, Vishrav Chaudhary, Guillaume Wenzek, Francisco Guzmán, Edouard Grave, Myle Ott, Luke Zettlemoyer, Veselin Stoyanov
2019	J	`jnl`	BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension. CoRR Mike Lewis, Yinhan Liu, Naman Goyal, Marjan Ghazvininejad, Abdelrahman Mohamed, Omer Levy, Veselin Stoyanov, Luke Zettlemoyer
2019	J	`jnl`	Bridging the domain gap in cross-lingual document classification. CoRR Guokun Lai, Barlas Oguz, Yiming Yang, Veselin Stoyanov
2019	J	`jnl`	Emerging Cross-lingual Structure in Pretrained Language Models. CoRR Shijie Wu, Alexis Conneau, Haoran Li, Luke Zettlemoyer, Veselin Stoyanov
2019	—	`conf`	Knowledge-Augmented Language Model and Its Application to Unsupervised Named-Entity Recognition. NAACL-HLT (1) Angli Liu, Jingfei Du, Veselin Stoyanov
2019	J	`jnl`	Knowledge-Augmented Language Model and its Application to Unsupervised Named-Entity Recognition. CoRR Angli Liu, Jingfei Du, Veselin Stoyanov
2019	J	`jnl`	Pretrained Encyclopedia: Weakly Supervised Knowledge-Pretrained Language Model. CoRR Wenhan Xiong, Jingfei Du, William Yang Wang, Veselin Stoyanov
2019	J	`jnl`	RoBERTa: A Robustly Optimized BERT Pretraining Approach. CoRR Yinhan Liu, Myle Ott, Naman Goyal, Jingfei Du, Mandar Joshi, Danqi Chen, Omer Levy, Mike Lewis, Luke Zettlemoyer, Veselin Stoyanov
2019	J	`jnl`	SemEval-2013 Task 2: Sentiment Analysis in Twitter. CoRR Preslav Nakov, Zornitsa Kozareva, Alan Ritter, Sara Rosenthal, Veselin Stoyanov, Theresa Wilson
2019	J	`jnl`	SemEval-2014 Task 9: Sentiment Analysis in Twitter. CoRR Sara Rosenthal, Preslav Nakov, Alan Ritter, Veselin Stoyanov
2019	J	`jnl`	SemEval-2015 Task 10: Sentiment Analysis in Twitter. CoRR Sara Rosenthal, Saif M. Mohammad, Preslav Nakov, Alan Ritter, Svetlana Kiritchenko, Veselin Stoyanov
2019	J	`jnl`	SemEval-2016 Task 4: Sentiment Analysis in Twitter. CoRR Preslav Nakov, Alan Ritter, Sara Rosenthal, Fabrizio Sebastiani, Veselin Stoyanov
2019	J	`jnl`	Unsupervised Cross-lingual Representation Learning at Scale. CoRR Alexis Conneau, Kartikay Khandelwal, Naman Goyal, Vishrav Chaudhary, Guillaume Wenzek, Francisco Guzmán, Edouard Grave, Myle Ott, Luke Zettlemoyer, Veselin Stoyanov
2018	—	`conf`	A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling. ACL (1) Ying Lin, Shengqi Yang, Veselin Stoyanov, Heng Ji
2018	—	`conf`	Simple Fusion: Return of the Language Model. WMT Felix Stahlberg, James Cross, Veselin Stoyanov
2018	J	`jnl`	Simple Fusion: Return of the Language Model. CoRR Felix Stahlberg, James Cross, Veselin Stoyanov
2018	A*	`conf`	XNLI: Evaluating Cross-lingual Sentence Representations. EMNLP Alexis Conneau, Ruty Rinott, Guillaume Lample, Adina Williams, Samuel R. Bowman, Holger Schwenk, Veselin Stoyanov
2018	J	`jnl`	XNLI: Evaluating Cross-lingual Sentence Representations. CoRR Alexis Conneau, Guillaume Lample, Ruty Rinott, Adina Williams, Samuel R. Bowman, Holger Schwenk, Veselin Stoyanov
2016	J	`jnl`	Developing a successful SemEval task in sentiment analysis of Twitter and other social media texts. Lang. Resour. Evaluation Preslav Nakov, Sara Rosenthal, Svetlana Kiritchenko, Saif M. Mohammad, Zornitsa Kozareva, Alan Ritter, Veselin Stoyanov, Xiaodan Zhu
2016	—	`conf`	SemEval-2016 Task 4: Sentiment Analysis in Twitter. SemEval@NAACL-HLT Preslav Nakov, Alan Ritter, Sara Rosenthal, Fabrizio Sebastiani, Veselin Stoyanov
2015	—	`conf`	SemEval-2015 Task 10: Sentiment Analysis in Twitter. SemEval@NAACL-HLT Sara Rosenthal, Preslav Nakov, Svetlana Kiritchenko, Saif M. Mohammad, Alan Ritter, Veselin Stoyanov
2014	—	`conf`	SemEval-2014 Task 9: Sentiment Analysis in Twitter. SemEval@COLING Sara Rosenthal, Alan Ritter, Preslav Nakov, Veselin Stoyanov
2013	—	`conf`	SemEval-2013 Task 2: Sentiment Analysis in Twitter. SemEval@NAACL-HLT Preslav Nakov, Sara Rosenthal, Zornitsa Kozareva, Veselin Stoyanov, Alan Ritter, Theresa Wilson
2012	—	`conf`	A Context-Aware Approach to Entity Linking. AKBC-WEKEX@NAACL-HLT Veselin Stoyanov, James Mayfield, Tan Xu, Douglas W. Oard, Dawn J. Lawrie, Tim Oates, Tim Finin
2012	B	`conf`	Easy-first Coreference Resolution. COLING Veselin Stoyanov, Jason Eisner
2012	—	`conf`	HLTCOE Participation at TAC 2012: Entity Linking and Cold Start Knowledge Base Construction. TAC Paul McNamee, Veselin Stoyanov, James Mayfield, Tim Finin, Tim Oates, Tan Xu, Douglas W. Oard, Dawn J. Lawrie
2012	—	`conf`	Minimum-Risk Training of Approximate CRF-Based NLP Systems. HLT-NAACL Veselin Stoyanov, Jason Eisner
2011	Misc	`conf`	Automatically Creating General-Purpose Opinion Summaries from Text. RANLP Veselin Stoyanov, Claire Cardie
2011	—	`conf`	Cross-Language Entity Linking in Maryland during a Hurricane. TAC Paul McNamee, James Mayfield, Veselin Stoyanov, Douglas W. Oard, Tan Xu, Wu Ke, David S. Doermann
2011	A	`conf`	Empirical Risk Minimization of Graphical Model Parameters Given Approximate Inference, Decoding, and Model Structure. AISTATS Veselin Stoyanov, Alexander Ropson, Jason Eisner
2011	—	`conf`	Reconciling OntoNotes: Unrestricted Coreference Resolution in OntoNotes with Reconcile. CoNLL Shared Task Veselin Stoyanov, Uday Babbar, Pracheer Gupta, Claire Cardie
2010	—	`conf`	Coreference Resolution with Reconcile. ACL (2) Veselin Stoyanov, Claire Cardie, Nathan Gilbert, Ellen Riloff, David Buttler, David Hysom
2009	—	`conf`	Conundrums in Noun Phrase Coreference Resolution: Making Sense of the State-of-the-Art. ACL/IJCNLP Veselin Stoyanov, Nathan Gilbert, Claire Cardie, Ellen Riloff
2009	—	`—`	Opinion Summarization: Automatically Creating Useful Representations of the Opinions Expressed in Text. Veselin Stoyanov
2008	B	`conf`	Annotating Topics of Opinions. LREC Veselin Stoyanov, Claire Cardie
2008	B	`conf`	Topic Identification for Fine-Grained Opinion Analysis. COLING Veselin Stoyanov, Claire Cardie
2007	—	`conf`	Cornell System Description for the NTCIR-6 Opinion Task. NTCIR Eric Breck, Yejin Choi, Veselin Stoyanov, Claire Cardie
2007	A	`conf`	QA with Attitude: Exploiting Opinion Type Analysis for Improving Question Answering in On-line Discussions and the News. ICWSM Swapna Somasundaran, Theresa Wilson, Janyce Wiebe, Veselin Stoyanov
2006	—	`ch.`	Evaluating an Opinion Annotation Scheme Using a New Multi-Perspective Question and Answer Corpus. Computing Attitude and Affect in Text Veselin Stoyanov, Claire Cardie, Diane J. Litman, Janyce Wiebe
2006	A*	`conf`	Partially Supervised Coreference Resolution for Opinion Summarization through Structured Rule Learning. EMNLP Veselin Stoyanov, Claire Cardie
2005	—	`conf`	Multi-Perspective Question Answering Using the OpQA Corpus. HLT/EMNLP Veselin Stoyanov, Claire Cardie, Janyce Wiebe
2001	—	`conf`	Using Path-spectra-based Cloning in Region-based Optimization for Instruction-Level Parallelism. PDCS Tom Way, Ben Breech, Wei Du, Veselin Stoyanov, Lori L. Pollock