Xudong Shen
- Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
2022/06/09 by Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao +448 · 3 voices · 145 citations
#cs.CL #cs.AI #cs.CY #cs.LG #stat.ML
- Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks
2022/04/16 by Yizhong Wang, Wang, Yizhong, Swaroop Mishra +77 · 69 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
- Inverse Scaling: When Bigger Isn't Better
2023/06/15 by Ian R. McKenzie, Alexander Lyzhov, Michael Pieler +24 · 1 voice · 19 citations
Computer Science · #cs.CL #cs.AI #cs.CY
- Finetuning Text-to-Image Diffusion Models for Fairness
2023/11/11 by Xudong Shen, Shen, Xudong, Chao Du +9 · 15 citations
Social Sciences · #Artificial Intelligence (cs.AI) #Computational and Text Analysis Methods #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Introducing v0.5 of the AI Safety Benchmark from MLCommons
2024/04/18 by Bertie Vidgen, Adarsh Agrawal, Vidgen, Bertie +202 · 2 voices · 10 citations
Computer Science · #Adversarial Robustness in Machine Learning
- NL-Augmenter: A Framework for Task-Sensitive Natural Language\n Augmentation
2021/12/05 by Kaustubh Dhole, Varun Gangal, Dhole, Kaustubh D. +221 · 5 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- MSTS: A Multimodal Safety Test Suite for Vision-Language Models
2025/01/17 by Paul Röttger, Röttger, Paul, Giuseppe Attanasio +43 · 2 voices · 2 citations
Computer Science · #Natural Language Processing Techniques #cs.CL
- RL4RS: A Real-World Dataset for Reinforcement Learning based Recommender System
2021/10/18 by Kai Wang, Wang, Kai, Zhene Zou +17 · 1 citation
Computer Science · #Reinforcement Learning in Robotics
- Collaborative Multi-LoRA Experts with Achievement-based Multi-Tasks Loss for Unified Multimodal Information Extraction
2025/05/08 by Yuan, Li, Yi Cai, Xudong Shen +10 · 1 citation
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
- CODEMENV: Benchmarking Large Language Models on Code Migration
2025/06/01 by Keyuan Cheng, Cheng, Keyuan, Xudong Shen +14 · 2 citations
Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification