Veselin Stoyanov
45 papers · 2005–2026 · 11 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+9 more ↓ Show less ↑
π Conference Polyglot (11) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Academic Marathon (18)
π
Cross-Pollinator
(15)
π
Conference Polyglot
(11)
π€
Dynamic Duo
(11)
π₯
Mega-Team
(24)
ποΈ
Keyword Collector
(121)
π
Century Club
(43)
π
Trend Setter
β‘
Prolific Year
(7)
π₯
Unstoppable
(9)
Conferences
EMNLP (14)
ACL (13)
NAACL (4)
SEMEVAL (4)
COLING (2)
ICLR (2)
IJCNLP (2)
AISTATS (1)
CONLL (1)
EACL (1)
ICML (1)
Top co-authors
Keywords
few-shot learning
(9)
language model
(5)
transfer learning
(4)
question answering
(4)
multi-task learning
(3)
machine translation
(3)
text classification
(3)
large language model
(3)
in-context learning
(3)
cross-lingual transfer
(3)
multilingual language model
(3)
masked language model
(3)
natural language inference
(3)
sequence labeling
(2)
low-resource language
(2)
domain adaptation
(2)
masked language modeling
(2)
representation learning
(2)
prompt engineering
(2)
knowledge distillation
(2)
Papers
FinChain: A Symbolic Benchmark for Verifiable Chain-of-Thought Financial Reasoning
ACL 2026
SAHM: A Benchmark for Arabic Financial and Shariβah-Compliant Reasoning
ACL 2026
Complementary Explanations for Effective In-Context Learning
ACL 2023
bgGLUE: A Bulgarian General Language Understanding Evaluation Benchmark
ACL 2023
Training Trajectories of Language Models Across Scales
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
Prompt-free and Efficient Few-shot Learning with Language Models
ACL 2022
Improving In-Context Few-Shot Learning via Self-Supervised Training
NAACL 2022
Efficient Large Scale Language Modeling with Mixtures of Experts
EMNLP 2022
ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection
EMNLP 2022
Few-shot Learning with Multilingual Generative Language Models
EMNLP 2022
On the Role of Bidirectionality in Language Model Pre-Training
EMNLP 2022
Prompting ELECTRA: Few-Shot Learning with Discriminative Pre-Trained Models
EMNLP 2022
Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning
ICLR 2021
Multi-Task Retrieval for Knowledge-Intensive Tasks
ACL 2021
Continual Few-Shot Learning for Text Classification
EMNLP 2021
Self-training Improves Pre-training for Natural Language Understanding
NAACL 2021
Multi-Task Retrieval for Knowledge-Intensive Tasks
IJCNLP 2021
Pretrained Language Models for Biomedical and Clinical Tasks: Understanding and Extending the State-of-the-Art
EMNLP 2020
Emerging Cross-lingual Structure in Pretrained Language Models
ACL 2020
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension
ACL 2020
Unsupervised Cross-lingual Representation Learning at Scale
ACL 2020
Conversational Semantic Parsing
EMNLP 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
Knowledge-Augmented Language Model and Its Application to Unsupervised Named-Entity Recognition
NAACL 2019
XNLI: Evaluating Cross-lingual Sentence Representations
EMNLP 2018
Simple Fusion: Return of the Language Model
EMNLP 2018
A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling
ACL 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
Minimum-Risk Training of Approximate CRF-Based NLP Systems
NAACL 2012
Easy-first Coreference Resolution
COLING 2012
Reconciling OntoNotes: Unrestricted Coreference Resolution in OntoNotes with Reconcile.
CONLL 2011
Empirical Risk Minimization of Graphical Model Parameters Given Approximate Inference, Decoding, and Model Structure
AISTATS 2011
Coreference Resolution with Reconcile
ACL 2010
Conundrums in Noun Phrase Coreference Resolution: Making Sense of the State-of-the-Art
IJCNLP 2009
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