Veselin Stoyanov

Principal Researcher, Lightfield

Joined

September 2019

Names

Veselin Stoyanov (Preferred)

Ves Stoyanov

Emails

****@fb.com (Confirmed)

****@gmail.com (Confirmed)

****@lightfield.app (Confirmed)

Personal Links

Google Scholar

DBLP

Semantic Scholar

Career & Education History

Principal Researcher

Lightfield (lightfield.app)

2025 – Present

Principal Researcher

Tome AI (tome.page)

2024 – 2025

Research Scientist

Facebook (fb.com)

2013 – 2023

Postdoc

Johns Hopkins University (jhu.edu)

2010 – 2012

PhD student

Cornell University (cornell.edu)

2002 – 2009

Advisors, Relations & Conflicts

PhD Advisor

Claire Cardie

Present

Postdoc Advisor

Jason Eisner

Present

Expertise

No areas of expertise listed

Publications

Training Trajectories of Language Models Across Scales
Mengzhou Xia, Mikel Artetxe, Chunting Zhou, Xi Victoria Lin, Ramakanth Pasunuru, Danqi Chen, Luke Zettlemoyer, Veselin Stoyanov
- 04 Jul 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Prompting ELECTRA: Few-Shot Learning with Discriminative Pre-Trained Models
Mengzhou Xia, Mikel Artetxe, Jingfei Du, Danqi Chen, Veselin Stoyanov
- 04 Jul 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
bgGLUE: A Bulgarian General Language Understanding Evaluation Benchmark
Momchil Hardalov, Pepa Atanasova, Todor Mihaylov, Galia Angelova, Kiril Ivanov Simov, Petya Osenova, Veselin Stoyanov, Ivan Koychev, Preslav Nakov, Dragomir Radev
- 13 Jun 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Towards A Unified View of Sparse Feed-Forward Network in Pretraining Large Language Model
Zeyu Liu, Tim Dettmers, Xi Victoria Lin, Veselin Stoyanov, Xian Li
- EMNLP 2023 Main
- Readers: Everyone
LEVER: Learning to Verify Language-to-Code Generation with Execution
Ansong Ni, Srini Iyer, Dragomir Radev, Veselin Stoyanov, Wen-tau Yih, Sida Wang, Xi Victoria Lin
- ICML 2023 Poster
- Readers: Everyone
Towards A Unified View of Sparse Feed-Forward Network in Transformer
Zeyu Liu, Tim Dettmers, Xi Victoria Lin, Veselin Stoyanov, Xian Li
- 22 Sept 2022 (modified: 14 Jan 2026)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
Conversational Semantic Parsing
Armen Aghajanyan, Jean Maillard, Akshat Shrivastava, Keith Diedrick, Mike Haeger, Haoran Li, Yashar Mehdad, Veselin Stoyanov, Anuj Kumar, Mike Lewis, Sonal Gupta
- 01 Sept 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
Multi-task Retrieval for Knowledge-Intensive Tasks
Jean Maillard, Vladimir Karpukhin, Fabio Petroni, Scott Yih, Barlas Oguz, Veselin Stoyanov, Gargi Ghosh
- 01 Sept 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
Multi-task Retrieval for Knowledge-Intensive Tasks
Jean Maillard, Vladimir Karpukhin, Fabio Petroni, Wen-tau Yih, Barlas Oguz, Veselin Stoyanov, Gargi Ghosh
- 2021 (modified: 22 Sept 2023)
- CoRR 2021
- Readers: Everyone
Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning
Beliz Gunel, Jingfei Du, Alexis Conneau, Veselin Stoyanov
- Published: 12 Jan 2021, Last Modified: 05 May 2023
- ICLR 2021 Poster
- Readers: Everyone

View all 50 publications

Co-Authors

View all 111 co-authors