← Authors

Veselin Stoyanov

43 papers · 2005–2023 · 11 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (18) πŸ—ΊοΈ Taxonomy Completionist (66) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (11) 🀝 Dynamic Duo (11) πŸ‘₯ Mega-Team (24) πŸ—ƒοΈ Keyword Collector (121) πŸ’Ž Century Club (43) πŸ“ˆ Trend Setter ⚑ Prolific Year (7) πŸ”₯ Unstoppable (9)

Conferences

EMNLP (14) ACL (11) NAACL (4) SEMEVAL (4) COLING (2) ICLR (2) IJCNLP (2) AISTATS (1) CONLL (1) EACL (1) ICML (1)

Top co-authors

Jingfei Du (11) Luke Zettlemoyer (8) Claire Cardie (7) Ramakanth Pasunuru (6) Zornitsa Kozareva (6) Naman Goyal (5) Mikel Artetxe (5) Preslav Nakov (5) Myle Ott (5) Xi Victoria Lin (5)

Keywords

few-shot learning (9) language model (5) transfer learning (4) text classification (3) masked language model (3) machine translation (3) in-context learning (3) cross-lingual transfer (3) multilingual language model (3) natural language inference (3) question answering (3) multi-task learning (3) sequence labeling (2) low-resource language (2) domain adaptation (2) masked language modeling (2) representation learning (2) knowledge distillation (2) prompt engineering (2) named entity recognition (2)

Papers

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
bgGLUE: A Bulgarian General Language Understanding Evaluation Benchmark ACL 2023
Training Trajectories of Language Models Across Scales ACL 2023
Complementary Explanations for Effective In-Context Learning ACL 2023
Towards A Unified View of Sparse Feed-Forward Network in Pretraining Large Language Model EMNLP 2023
Efficient Large Scale Language Modeling with Mixtures of Experts EMNLP 2022
Few-shot Learning with Multilingual Generative Language Models EMNLP 2022
ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection EMNLP 2022
Improving In-Context Few-Shot Learning via Self-Supervised Training NAACL 2022
Prompt-free and Efficient Few-shot Learning with Language Models ACL 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
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
Multi-Task Retrieval for Knowledge-Intensive Tasks ACL 2021
General Purpose Text Embeddings from Pre-trained Language Models for Scalable Inference 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
Pretrained Language Models for Biomedical and Clinical Tasks: Understanding and Extending the State-of-the-Art 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
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 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