Qi Zeng
Scholar

Qi Zeng

Google Scholar ID: lOEEhwgAAAAJ
Research Scientist, Meta
Natural Language ProcessingMultimodalLarge Language Models
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
1,144
 
H-index
14
 
i10-index
18
 
Publications
20
 
Co-authors
0
 
Contact
GitHubOpen ↗LinkedInOpen ↗
Publications
20 items
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
  • Efficient Forward-Only Data Valuation for Pretrained LLMs and VLMs
  • Two-Step Offline Preference-Based Reinforcement Learning with Constrained Actions
  • SmartBook: AI-Assisted Situation Report Generation
  • Scientific Opinion Summarization: Meta-review Generation with Checklist-guided Iterative Introspection
  • Improving Consistency for Text Summarization with Energy Functions
  • Efficient Reward Poisoning Attacks on Online Deep Reinforcement Learning
  • Interpretable Automatic Fine-grained Inconsistency Detection in Text Summarization
  • C-PMI: Conditional Pointwise Mutual Information for Turn-level Dialogue Evaluation
  • RESIN-11: Schema-guided Event Prediction for 11 Newsworthy Scenarios
  • EA$^2$E: Improving Consistency with Event Awareness for Document-level Argument Extraction
  • Sketching as a Tool for Understanding and Accelerating Self-attention for Long Sequences
Research Experience
  • [{'Company': 'Meta', 'Position': 'Research Scientist', 'Time': '04/2024 - now'}, {'Company': 'ByteDance', 'Position': 'Research Scientist', 'Time': '01/2024 - 04/2024'}, {'Company': 'Google DeepMind', 'Position': 'Research Intern', 'Time': '05/2023 - 08/2023'}, {'Company': 'Amazon Search', 'Position': 'Applied Scientist Intern', 'Time': '05/2022 - 10/2022'}, {'Company': 'Microsoft Research', 'Position': 'Research Intern', 'Time': '05/2021 - 08/2021'}, {'Company': 'Allen Institute for Artificial Intelligence (AI2)', 'Position': 'Research Intern', 'Time': '05/2020 - 08/2020'}, {'Company': 'ByteDance AI Lab', 'Position': 'Research Intern', 'Time': '04/2019 - 08/2019'}, {'Company': 'Microsoft Research Asia', 'Position': 'Research Intern', 'Time': '01/2018 - 06/2018'}, {'Company': 'Microsoft Search Technology Center Asia', 'Position': 'Machine Learning Engineer Intern', 'Time': '03/2017 - 12/2017'}]
Background
  • Currently a Research Scientist on the LLaMA post-training team at Meta GenAI (Meta Superintelligence Labs). Main research interests include Natural Language Processing (NLP), Information Extraction, and Document Summarization.
Miscellany
  • Works hard so her cats, Peanut Butter and Honey Butter, can have a better life.
Co-authors
0 total
Co-authors: 0 (list not available)