Tianqiao Liu

1. Optimal Transport for Treatment Effect Estimation
   2023/10/27 by Hao Wang, Wang, Hao, Zhichao Chen +17 · 8 citations
   Mathematics · #Advanced Causal Inference Techniques #Applications (stat.AP) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
2. Expediting and Elevating Large Language Model Reasoning via Hidden Chain-of-Thought Decoding
   2024/09/13 by Tianqiao Liu, Liu, Tianqiao, Zui Chen +5 · 7 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #FOS: Computer and information sciences
3. What Are Step-Level Reward Models Rewarding? Counterintuitive Findings from MCTS-Boosted Mathematical Reasoning
   2024/12/20 by Yiran Ma, Zui Chen, Ma, Yiran +11 · 6 citations
   Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Diverse Scientific and Economic Studies #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Mathematical Word Problem Generation from Commonsense Knowledge Graph and Equations
   2020/10/13 by Tianqiao Liu, Qiang Fang, Liu, Tianqiao +8 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
5. Self-Supervised Audio-and-Text Pre-training with Extremely Low-Resource Parallel Data
   2022/04/10 by Yu Kang, Kang, Yu, Tianqiao Liu +7 · 1 citation
   Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
6. CTAL: Pre-training Cross-modal Transformer for Audio-and-Language Representations
   2021/09/01 by Hang Li, Li, Hang, Yu Kang +7 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing