Tan, Weiting
- Contrastive Preference Optimization: Pushing the Boundaries of LLM Performance in Machine Translation
2024/01/16 by Haoran Xu, Amr Sharaf, Xu, Haoran +13 · 58 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
- The Language Barrier: Dissecting Safety Challenges of LLMs in Multilingual Contexts
2024/01/23 by Shen, Lingfeng, Tan, Weiting, Chen, Sihao +6 · 10 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Multilingual Representation Distillation with Contrastive Learning
2022/10/10 by Weiting Tan, Kevin S. Heffernan, Tan, Weiting +5 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- SSR: Alignment-Aware Modality Connector for Speech Language Models
2024/09/30 by Weiting Tan, Tan, Weiting, Hirofumi Inaguma +7 · 2 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
- DiffNorm: Self-Supervised Normalization for Non-autoregressive Speech-to-speech Translation
2024/05/22 by Tan, Weiting, Zhang, Jingyu, Shen, Lingfeng +2 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- It Takes Two: On the Seamlessness between Reward and Policy Model in RLHF
2024/06/12 by Taiming Lu, Lu, Taiming, Lingfeng Shen +9 · 1 citation
Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Healthcare Policy and Management #Machine Learning (cs.LG)
- Upsample or Upweight? Balanced Training on Heavily Imbalanced Datasets
2024/10/06 by Tianjian Li, Haoran Xu, Li, Tianjian +7 · 1 citation
Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)