Liu, Tianyang
- StarCoder 2 and The Stack v2: The Next Generation
2024/02/29 by Lozhkov, Anton, Li, Raymond, Allal, Loubna Ben +63 · 94 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE)
- RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems
2023/06/05 by Liu, Tianyang, Xu, Canwen, McAuley, Julian · 55 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE)
- ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings
2023/05/19 by Hao, Shibo, Liu, Tianyang, Wang, Zhen +1 · 22 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- LLM Reasoners: New Evaluation, Library, and Analysis of Step-by-Step Reasoning with Large Language Models
2024/04/08 by Shibo Hao, Yi Gu, Hao, Shibo +21 · 10 citations
Computer Science · #Natural Language Processing Techniques
- Code to Think, Think to Code: A Survey on Code-Enhanced Reasoning and Reasoning-Driven Code Intelligence in LLMs
2025/02/26 by Tianyang Liu, Yang, Dayu, Liu, Tianyang +17 · 17 citations
Computer Science · #Software Engineering Research #Model-Driven Software Engineering Techniques #Topic Modeling
- Revisiting Reinforcement Learning for LLM Reasoning from A Cross-Domain Perspective
2025/06/17 by Zhoujun Cheng, Shibo Hao, Cheng, Zhoujun +42 · 24 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation
- Rethinking Tabular Data Understanding with Large Language Models
2023/12/27 by Tianyang Liu, Fei Wang, Liu, Tianyang +3 · 6 citations
Computer Science · Decision Sciences · #Topic Modeling #Natural Language Processing Techniques #Data Quality and Management
- Imitate Before Detect: Aligning Machine Stylistic Preference for Machine-Revised Text Detection
2024/12/11 by Jiaqi Chen, Chen, Jiaqi, Tianyang Liu +22 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Natural Language Processing Techniques #Topic Modeling
- Improving Bird's Eye View Semantic Segmentation by Task Decomposition
2024/04/02 by Tianhao Zhao, Zhao, Tianhao, Yongcan Chen +19 · 2 citations
Computer Science · #Visual Attention and Saliency Detection
- RoseMatcher: Identifying the Impact of User Reviews on App Updates
2022/10/19 by Liu, Tianyang, Wang, Chong, Huang, Kun +4 · 1 citation
#FOS: Computer and information sciences #Software Engineering (cs.SE)
- Dynamic Rewarding with Prompt Optimization Enables Tuning-free Self-Alignment of Language Models
2024/11/13 by Somanshu Singla, Zhen Wang, Singla, Somanshu +9 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- ChatModel: Automating Reference Model Design and Verification with LLMs
2025/06/18 by Jianmin Ye, T. Liu, Ye, Jianmin +9 · 5 citations
Computer Science · #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Mathematics, Computing, and Information Processing #Multiagent Systems (cs.MA) #Natural Language Processing Techniques #Semantic Web and Ontologies
- Explicit Inductive Inference using Large Language Models
2024/08/26 by Tianyang Liu, Tianyi Li, Liu, Tianyang +5 · 1 citation
Computer Science · #Topic Modeling
- Neutralizing Bias in LLM Reasoning using Entailment Graphs
2025/03/14 by Cheng, Liang, Li, Tianyi, Wang, Zhaowei +2 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences