I am Fei Meng, currently focusing on Natural Language Processing (NLP) research. My research interests include:
- Large Language Models
- Multimodal Learning
- Reinforcement Learning
🔥 News
- 2024.04: 📝 Updated research log with recent experimental progress
- 2024.04: 🎉 Personal academic homepage launched
📝 Publications
EMNLP 2024
Large Language Models for Dialogue Systems
Author 1, Author 2, Author 3
PDF | Code | Project Page | Video
- Proposed a novel dialogue system framework based on large language models
- Achieved state-of-the-art results on multiple public datasets
- Released open-source code with wide adoption
ACL 2023
Multimodal Learning for Machine Translation
Author 1, Author 2, Author 3
- Introduced a novel multimodal learning framework for machine translation
- Significantly improved translation quality, especially for visual scene-related text
📚 More Publications
- Reinforcement Learning for Dialogue Systems, Author 1, Author 2, Author 3, ICLR 2023
- Meta Learning for Few-shot Learning, Author 1, Author 2, AAAI 2023
🎖 Honors and Awards
- 2024 Outstanding Graduate Student Award, Tsinghua University
- 2023 Best Paper Award, Conference Name
💬 Invited Talks
- 2024.03, Recent Advances in LLMs, Conference/Institution name
- 2023.09, Multimodal Learning Applications, Conference/Institution name
💻 Internships
- 2023.09 - 2024.03, Tsinghua AIR, Research Intern, AI Research Lab