Xu, Guangxuan

1. Unveiling the Secret Recipe: A Guide For Supervised Fine-Tuning Small LLMs
   2024/12/17 by Aldo Pareja, Nikhil Shivakumar Nayak, Pareja, Aldo +22 · 21 citations
   Computer Science · #Digital Rights Management and Security
2. Mitigating Political Bias in Language Models Through Reinforced Calibration
   2021/04/30 by Ruibo Liu, Liu, Ruibo, Chenyan Jia +9 · 7 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
3. On the Safety of Conversational Models: Taxonomy, Dataset, and Benchmark
   2021/10/16 by Hao Sun, Sun, Hao, Guangxuan Xu +15 · 7 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech and dialogue systems #Text Readability and Simplification #Topic Modeling
4. Can Model Compression Improve NLP Fairness
   2022/01/21 by Xu, Guangxuan, Hu, Qingyuan · 2 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
5. Non-Parallel Text Style Transfer with Self-Parallel Supervision
   2022/04/18 by Ruibo Liu, Liu, Ruibo, Chong Gao +7 · 2 citations
   Computer Science · Social Sciences · #Topic Modeling #Natural Language Processing Techniques #Computational and Text Analysis Methods
6. Rollout Roulette: A Probabilistic Inference Approach to Inference-Time Scaling of LLMs using Particle-Based Monte Carlo Methods
   2025/02/03 by Isha Puri, Puri, Isha, Shivchander Sudalairaj +7 · 3 citations
   Engineering · #Non-Destructive Testing Techniques
7. Dr. SoW: Density Ratio of Strong-over-weak LLMs for Reducing the Cost of Human Annotation in Preference Tuning
   2024/11/04 by Guangxuan Xu, Kai Xü, Xu, Guangxuan +7 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Management and Algorithms #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Rough Sets and Fuzzy Logic
8. BRAIn: Bayesian Reward-conditioned Amortized Inference for natural language generation from feedback
   2024/02/04 by Gaurav Pandey, Yatin Nandwani, Pandey, Gaurav +15 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling