Veselin Stoyanov

FinChain: A Symbolic Benchmark for Verifiable Chain-of-Thought Financial Reasoning ACL 2026 SAHM: A Benchmark for Arabic Financial and Shari’ah-Compliant Reasoning ACL 2026 bgGLUE: A Bulgarian General Language Understanding Evaluation Benchmark ACL 2023 Complementary Explanations for Effective In-Context Learning ACL 2023 LEVER: Learning to Verify Language-to-Code Generation with Execution ICML 2023 Methods for Measuring, Updating, and Visualizing Factual Beliefs in Language Models EACL 2023 Towards A Unified View of Sparse Feed-Forward Network in Pretraining Large Language Model EMNLP 2023 Training Trajectories of Language Models Across Scales ACL 2023 Efficient Large Scale Language Modeling with Mixtures of Experts EMNLP 2022 Few-shot Learning with Multilingual Generative Language Models EMNLP 2022 Improving In-Context Few-Shot Learning via Self-Supervised Training NAACL 2022 On the Role of Bidirectionality in Language Model Pre-Training EMNLP 2022 Prompt-free and Efficient Few-shot Learning with Language Models ACL 2022 Prompting ELECTRA: Few-Shot Learning with Discriminative Pre-Trained Models EMNLP 2022 ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection EMNLP 2022 Continual Few-Shot Learning for Text Classification EMNLP 2021 Multi-Task Retrieval for Knowledge-Intensive Tasks ACL 2021 Self-training Improves Pre-training for Natural Language Understanding NAACL 2021 Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning ICLR 2021 BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension ACL 2020 Conversational Semantic Parsing EMNLP 2020 Emerging Cross-lingual Structure in Pretrained Language Models ACL 2020 General Purpose Text Embeddings from Pre-trained Language Models for Scalable Inference EMNLP 2020 Pretrained Encyclopedia: Weakly Supervised Knowledge-Pretrained Language Model ICLR 2020 Pretrained Language Models for Biomedical and Clinical Tasks: Understanding and Extending the State-of-the-Art EMNLP 2020 Unsupervised Cross-lingual Representation Learning at Scale ACL 2020 Knowledge-Augmented Language Model and Its Application to Unsupervised Named-Entity Recognition NAACL 2019 A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling ACL 2018 Simple Fusion: Return of the Language Model EMNLP 2018 XNLI: Evaluating Cross-lingual Sentence Representations EMNLP 2018 SemEval-2016 Task 4: Sentiment Analysis in Twitter SemEval 2016 SemEval-2015 Task 10: Sentiment Analysis in Twitter SemEval 2015 SemEval-2014 Task 9: Sentiment Analysis in Twitter SemEval 2014 SemEval-2013 Task 2: Sentiment Analysis in Twitter SemEval 2013 Easy-first Coreference Resolution COLING 2012 Minimum-Risk Training of Approximate CRF-Based NLP Systems NAACL 2012 Empirical Risk Minimization of Graphical Model Parameters Given Approximate Inference, Decoding, and Model Structure AISTATS 2011 Reconciling OntoNotes: Unrestricted Coreference Resolution in OntoNotes with Reconcile. CoNLL 2011 Coreference Resolution with Reconcile ACL 2010 Conundrums in Noun Phrase Coreference Resolution: Making Sense of the State-of-the-Art ACL 2009 Topic Identification for Fine-Grained Opinion Analysis COLING 2008 Partially Supervised Coreference Resolution for Opinion Summarization through Structured Rule Learning EMNLP 2006 Multi-Perspective Question Answering Using the OpQA Corpus EMNLP 2005