Akshara Prabhakar
- CRMArena-Pro: Holistic Assessment of LLM Agents Across Diverse Business Scenarios and Interactions
2025/05/24 by Kung-Hsiang Huang, Akshara Prabhakar, Huang, Kung-Hsiang +15 · 9 voices · 15 citations
Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Big Data and Business Intelligence #Open Source Software Innovations
- InterCode: Standardizing and Benchmarking Interactive Coding with Execution Feedback
2023/06/26 by John Yang, Akshara Prabhakar, Yang, John +5 · 36 citations
Computer Science · #Advanced Malware Detection Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Software Engineering Research #Software Testing and Debugging Techniques
- xLAM: A Family of Large Action Models to Empower AI Agent Systems
2024/09/05 by Jianguo Zhang, Tian Lan, Zhang, Jianguo +41 · 29 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
- APIGen-MT: Agentic Pipeline for Multi-Turn Data Generation via Simulated Agent-Human Interplay
2025/04/04 by Akshara Prabhakar, Zuxin Liu, Prabhakar, Akshara +27 · 45 citations
Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Generative Adversarial Networks and Image Synthesis
- Language Models are Hidden Reasoners: Unlocking Latent Reasoning Capabilities via Self-Rewarding
2024/11/06 by Haolin Chen, Yihao Feng, Chen, Haolin +19 · 2 voices · 11 citations
Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.AI #cs.CL #cs.LG #stat.ML
- CRMArena: Understanding the Capacity of LLM Agents to Perform Professional CRM Tasks in Realistic Environments
2024/11/04 by Kung-Hsiang Huang, Akshara Prabhakar, Huang, Kung-Hsiang +15 · 15 citations
Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Multi-Agent Systems and Negotiation
- LoRA Soups: Merging LoRAs for Practical Skill Composition Tasks
2024/10/16 by Akshara Prabhakar, Prabhakar, Akshara, Yuanzhi Li +9 · 13 citations
Computer Science · Engineering · #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Robotics and Automated Systems
- Language Models as Science Tutors
2024/02/16 by Alexis Chevalier, Jiayi Geng, Chevalier, Alexis +40 · 2 citations
Psychology · Computer Science · #Innovative Teaching and Learning Methods #Intelligent Tutoring Systems and Adaptive Learning
- xRouter: Training Cost-Aware LLMs Orchestration System via Reinforcement Learning
2025/10/09 by Cheng Qian, Zuxin Liu, Qian, Cheng +23 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation
- UserRL: Training Interactive User-Centric Agent via Reinforcement Learning
2025/09/24 by Cheng Qian, Zuxin Liu, Qian, Cheng +23 · 4 citations
Engineering · Psychology · #Action Observation and Synchronization #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robot Manipulation and Learning #Social Robot Interaction and HRI