Veselin Stoyanov
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
41
Venues
12
Active years
2005–2026
Best venue rank
A*
Where they publish
Papers
41 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | SAHM: A Benchmark for Arabic Financial and Shari'ah-Compliant Reasoning. | Rania Elbadry, Sarfraz Ahmad, Ahmed Heakl, Dani Bouch, Momina Ahsan, Muhra AlMahri, Marwa Elsaid Khalil, Yuxia Wang, Salem Lahlou, Sophia Ananiadou, Veselin Stoyanov, Jimin Huang, Xueqing Peng, Preslav Nakov, Zhuohan Xie |
| 2026 | ACL | FinChain: A Symbolic Benchmark for Verifiable Chain-of-Thought Financial Reasoning. | Zhuohan Xie, Daniil Orel, Rushil Thareja, Dhruv Sahnan, Hachem Madmoun, Fan Zhang, Debopriyo Banerjee, Georgi Nenkov Georgiev, Xueqing Peng, Lingfei Qian, Jimin Huang, Jinyan Su, Aaryamonvikram Singh, Rui Xing, Rania Elbadry, Chen Xu, Haonan Li, Fajri Koto, Ivan Koychev, Tanmoy Chakraborty, Yuxia Wang, Salem Lahlou, Veselin Stoyanov, Sophia Ananiadou, Preslav Nakov |
| 2026 | ECIR | The CLEF-2026 FinMMEval Lab: Multilingual and Multimodal Evaluation of Financial AI Systems. | 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 |
| 2023 | ACL | bgGLUE: A Bulgarian General Language Understanding Evaluation Benchmark. | Momchil Hardalov, Pepa Atanasova, Todor Mihaylov, Galia Angelova, Kiril Simov, Petya Osenova, Veselin Stoyanov, Ivan Koychev, Preslav Nakov, Dragomir Radev |
| 2023 | ACL | Training Trajectories of Language Models Across Scales. | Mengzhou Xia, Mikel Artetxe, Chunting Zhou, Xi Victoria Lin, Ramakanth Pasunuru, Danqi Chen, Luke Zettlemoyer, Veselin Stoyanov |
| 2023 | ACL | Complementary Explanations for Effective In-Context Learning. | Xi Ye, Srinivasan Iyer, Asli Celikyilmaz, Veselin Stoyanov, Greg Durrett, Ramakanth Pasunuru |
| 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 |
| 2023 | EMNLP | Towards A Unified View of Sparse Feed-Forward Network in Pretraining Large Language Model. | Zeyu Liu, Tim Dettmers, Xi Lin, Veselin Stoyanov, Xian Li |
| 2023 | ICML | LEVER: Learning to Verify Language-to-Code Generation with Execution. | Ansong Ni, Srini Iyer, Dragomir Radev, Veselin Stoyanov, Wen-Tau Yih, Sida I. Wang, Xi Victoria Lin |
| 2022 | ACL | Prompt-free and Efficient Few-shot Learning with Language Models. | Rabeeh Karimi Mahabadi, Luke Zettlemoyer, James Henderson, Lambert Mathias, Marzieh Saeidi, Veselin Stoyanov, Majid Yazdani |
| 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 | On the Role of Bidirectionality in Language Model Pre-Training. | Mikel Artetxe, Jingfei Du, Naman Goyal, Luke Zettlemoyer, 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 | EMNLP | Prompting ELECTRA: Few-Shot Learning with Discriminative Pre-Trained Models. | Mengzhou Xia, Mikel Artetxe, Jingfei Du, Danqi Chen, Veselin Stoyanov |
| 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 | ACL | Multi-Task Retrieval for Knowledge-Intensive Tasks. | Jean Maillard, Vladimir Karpukhin, Fabio Petroni, Wen-tau Yih, Barlas Oguz, Veselin Stoyanov, Gargi Ghosh |
| 2021 | EMNLP | Continual Few-Shot Learning for Text Classification. | Ramakanth Pasunuru, Veselin Stoyanov, Mohit Bansal |
| 2021 | ICLR | Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning. | Beliz Gunel, Jingfei Du, Alexis Conneau, Veselin Stoyanov |
| 2021 | NAACL | Self-training Improves Pre-training for Natural Language Understanding. | Jingfei Du, Edouard Grave, Beliz Gunel, Vishrav Chaudhary, Onur Celebi, Michael Auli, Veselin Stoyanov, Alexis Conneau |
| 2020 | ACL | Unsupervised Cross-lingual Representation Learning at Scale. | Alexis Conneau, Kartikay Khandelwal, Naman Goyal, Vishrav Chaudhary, Guillaume Wenzek, Francisco Guzmn, Edouard Grave, Myle Ott, Luke Zettlemoyer, Veselin Stoyanov |
| 2020 | ACL | Emerging Cross-lingual Structure in Pretrained Language Models. | Alexis Conneau, Shijie Wu, Haoran Li, Luke Zettlemoyer, Veselin Stoyanov |
| 2020 | ACL | BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension. | Mike Lewis, Yinhan Liu, Naman Goyal, Marjan Ghazvininejad, Abdelrahman Mohamed, Omer Levy, Veselin Stoyanov, Luke Zettlemoyer |
| 2020 | EMNLP | Conversational Semantic Parsing. | Armen Aghajanyan, Jean Maillard, Akshat Shrivastava, Keith Diedrick, Michael Haeger, Haoran Li, Yashar Mehdad, Veselin Stoyanov, Anuj Kumar, Mike Lewis, Sonal Gupta |
| 2020 | EMNLP | General Purpose Text Embeddings from Pre-trained Language Models for Scalable Inference. | Jingfei Du, Myle Ott, Haoran Li, Xing Zhou, Veselin Stoyanov |
| 2020 | ICLR | Pretrained Encyclopedia: Weakly Supervised Knowledge-Pretrained Language Model. | Wenhan Xiong, Jingfei Du, William Yang Wang, Veselin Stoyanov |
| 2019 | NAACL | Knowledge-Augmented Language Model and Its Application to Unsupervised Named-Entity Recognition. | Angli Liu, Jingfei Du, Veselin Stoyanov |
| 2018 | ACL | A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling. | Ying Lin, Shengqi Yang, Veselin Stoyanov, Heng Ji |
| 2018 | EMNLP | XNLI: Evaluating Cross-lingual Sentence Representations. | Alexis Conneau, Ruty Rinott, Guillaume Lample, Adina Williams, Samuel R. Bowman, Holger Schwenk, Veselin Stoyanov |
| 2012 | COLING | Easy-first Coreference Resolution. | Veselin Stoyanov, Jason Eisner |
| 2012 | NAACL | Minimum-Risk Training of Approximate CRF-Based NLP Systems. | Veselin Stoyanov, Jason Eisner |
| 2012 | NAACL | A Context-Aware Approach to Entity Linking. | Veselin Stoyanov, James Mayfield, Tan Xu, Douglas W. Oard, Dawn J. Lawrie, Tim Oates, Tim Finin |
| 2011 | CoNLL | Reconciling OntoNotes: Unrestricted Coreference Resolution in OntoNotes with Reconcile. | Veselin Stoyanov, Uday Babbar, Pracheer Gupta, Claire Cardie |
| 2011 | RANLP | Automatically Creating General-Purpose Opinion Summaries from Text. | Veselin Stoyanov, Claire Cardie |
| 2010 | ACL | Coreference Resolution with Reconcile. | Veselin Stoyanov, Claire Cardie, Nathan Gilbert, Ellen Riloff, David Buttler, David Hysom |
| 2009 | ACL | Conundrums in Noun Phrase Coreference Resolution: Making Sense of the State-of-the-Art. | Veselin Stoyanov, Nathan Gilbert, Claire Cardie, Ellen Riloff |
| 2008 | COLING | Topic Identification for Fine-Grained Opinion Analysis. | Veselin Stoyanov, Claire Cardie |
| 2008 | LREC | Annotating Topics of Opinions. | Veselin Stoyanov, Claire Cardie |
| 2007 | ICWSM | QA with Attitude: Exploiting Opinion Type Analysis for Improving Question Answering in On-line Discussions and the News. | Swapna Somasundaran, Theresa Wilson, Janyce Wiebe, Veselin Stoyanov |
| 2006 | EMNLP | Partially Supervised Coreference Resolution for Opinion Summarization through Structured Rule Learning. | Veselin Stoyanov, Claire Cardie |
| 2005 | NAACL | Multi-Perspective Question Answering Using the OpQA Corpus. | Veselin Stoyanov, Claire Cardie, Janyce Wiebe |