Beliz Gunel

1. Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
   2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1378 citations
   #cs.CL #cs.AI
2. Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning
   2020/11/02 by Beliz Gunel, Jingfei Du, Gunel, Beliz +5 · 15 citations
   Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
3. VORTEX: Physics-Driven Data Augmentations Using Consistency Training for Robust Accelerated MRI Reconstruction
   2021/11/03 by Arjun Desai, Desai, Arjun D, Beliz Gunel +15 · 2 citations
   Medicine · #Medical Imaging Techniques and Applications #Advanced MRI Techniques and Applications #Radiomics and Machine Learning in Medical Imaging
4. Self-training Improves Pre-training for Natural Language Understanding
   2020/10/05 by Jingfei Du, Du, Jingfei, Édouard Grave +13 · 2 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
5. Data-Efficient Information Extraction from Form-Like Documents
   2022/01/07 by Beliz Gunel, Navneet Potti, Gunel, Beliz +9 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
6. MLAN: Language-Based Instruction Tuning Preserves and Transfers Knowledge in Multimodal Language Models
   2024/11/15 by Jianhong Tu, Tu, Jianhong, Zheng Ni +19 · 2 citations
   Computer Science · #Speech and dialogue systems #Natural Language Processing Techniques
7. STRUM-LLM: Attributed and Structured Contrastive Summarization
   2024/03/25 by Beliz Gunel, James B. Wendt, Gunel, Beliz +11 · 1 citation
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text and Document Classification Technologies