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ORCIDAkshara Prabhakar
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2020 – today
- 2025
[c11]Akshara Prabhakar, Yuanzhi Li, Karthik Narasimhan, Sham M. Kakade, Eran Malach, Samy Jelassi:
LoRA Soups: Merging LoRAs for Practical Skill Composition Tasks. COLING (Industry) 2025: 644-655- [c10]Jianguo Zhang, Thai Hoang, Ming Zhu, Zuxin Liu, Shiyu Wang, Tulika Awalgaonkar, Akshara Prabhakar, Haolin Chen, Weiran Yao, Zhiwei Liu, Juntao Tan, Juan Carlos Niebles, Shelby Heinecke, Huan Wang, Silvio Savarese, Caiming Xiong:
ActionStudio: A Lightweight Framework for Data and Training of Large Action Models. EMNLP 2025: 21488-21502 - [c9]Kung-Hsiang Huang, Akshara Prabhakar, Sidharth Dhawan, Yixin Mao, Huan Wang, Silvio Savarese, Caiming Xiong, Philippe Laban, Chien-Sheng Wu:
CRMArena: Understanding the Capacity of LLM Agents to Perform Professional CRM Tasks in Realistic Environments. NAACL (Long Papers) 2025: 3830-3850 - [c8]Jianguo Zhang, Tian Lan, Ming Zhu, Zuxin Liu, Thai Hoang, Shirley Kokane, Weiran Yao, Juntao Tan, Akshara Prabhakar, Haolin Chen, Zhiwei Liu, Yihao Feng, Tulika Manoj Awalgaonkar, Rithesh R. N., Zeyuan Chen, Ran Xu, Juan Carlos Niebles, Shelby Heinecke, Huan Wang, Silvio Savarese, Caiming Xiong:
xLAM: A Family of Large Action Models to Empower AI Agent Systems. NAACL (Long Papers) 2025: 11583-11597 - [i19]Jianguo Zhang, Thai Hoang, Ming Zhu, Zuxin Liu, Shiyu Wang, Tulika Awalgaonkar, Akshara Prabhakar, Haolin Chen, Weiran Yao, Zhiwei Liu, Juntao Tan, Juan Carlos Niebles, Shelby Heinecke, Huan Wang, Silvio Savarese, Caiming Xiong:
ActionStudio: A Lightweight Framework for Data and Training of Large Action Models. CoRR abs/2503.22673 (2025) - [i18]Akshara Prabhakar, Zuxin Liu, Ming Zhu, Jianguo Zhang, Tulika Awalgaonkar, Shiyu Wang, Zhiwei Liu, Haolin Chen, Thai Hoang, Juan Carlos Niebles, Shelby Heinecke, Weiran Yao, Huan Wang, Silvio Savarese, Caiming Xiong:
APIGen-MT: Agentic Pipeline for Multi-Turn Data Generation via Simulated Agent-Human Interplay. CoRR abs/2504.03601 (2025) - [i17]Kung-Hsiang Huang, Akshara Prabhakar, Onkar Thorat, Divyansh Agarwal, Prafulla Kumar Choubey, Yixin Mao, Silvio Savarese, Caiming Xiong, Chien-Sheng Wu:
CRMArena-Pro: Holistic Assessment of LLM Agents Across Diverse Business Scenarios and Interactions. CoRR abs/2505.18878 (2025) - [i16]Cheng Qian, Zuxin Liu, Akshara Prabhakar, Zhiwei Liu, Jianguo Zhang, Haolin Chen, Heng Ji, Weiran Yao, Shelby Heinecke, Silvio Savarese, Caiming Xiong, Huan Wang:
UserBench: An Interactive Gym Environment for User-Centric Agents. CoRR abs/2507.22034 (2025) - [i15]Cheng Qian, Zuxin Liu, Akshara Prabhakar, Jielin Qiu, Zhiwei Liu, Haolin Chen, Shirley Kokane, Heng Ji, Weiran Yao, Shelby Heinecke, Silvio Savarese, Caiming Xiong, Huan Wang:
UserRL: Training Interactive User-Centric Agent via Reinforcement Learning. CoRR abs/2509.19736 (2025) - [i14]Cheng Qian, Zuxin Liu, Shirley Kokane, Akshara Prabhakar, Jielin Qiu, Haolin Chen, Zhiwei Liu, Heng Ji, Weiran Yao, Shelby Heinecke, Silvio Savarese, Caiming Xiong, Huan Wang:
xRouter: Training Cost-Aware LLMs Orchestration System via Reinforcement Learning. CoRR abs/2510.08439 (2025) - [i13]Akshara Prabhakar, Roshan Ram, Zixiang Chen, Silvio Savarese, Frank Wang, Caiming Xiong, Huan Wang, Weiran Yao:
Enterprise Deep Research: Steerable Multi-Agent Deep Research for Enterprise Analytics. CoRR abs/2510.17797 (2025) - [i12]Arthur Chen, Zuxin Liu, Jianguo Zhang, Akshara Prabhakar, Zhiwei Liu, Shelby Heinecke, Silvio Savarese, Victor Zhong, Caiming Xiong:
Grounded Test-Time Adaptation for LLM Agents. CoRR abs/2511.04847 (2025) - [i11]Jielin Qiu, Zuxin Liu, Zhiwei Liu, Rithesh Murthy, Jianguo Zhang, Haolin Chen, Shiyu Wang, Ming Zhu, Liangwei Yang, Juntao Tan, Roshan Ram, Akshara Prabhakar, Tulika Awalgaonkar, Zixiang Chen, Zhepeng Cen, Cheng Qian, Shelby Heinecke, Weiran Yao, Silvio Savarese, Caiming Xiong, Huan Wang:
LoCoBench-Agent: An Interactive Benchmark for LLM Agents in Long-Context Software Engineering. CoRR abs/2511.13998 (2025) - 2024
- [c7]Akshara Prabhakar, Thomas L. Griffiths, R. Thomas McCoy:
Deciphering the Factors Influencing the Efficacy of Chain-of-Thought: Probability, Memorization, and Noisy Reasoning. EMNLP (Findings) 2024: 3710-3724 - [c6]Alexis Chevalier, Jiayi Geng, Alexander Wettig, Howard Chen, Sebastian Mizera, Toni Annala, Max Jameson Aragon, Arturo Rodríguez Fanlo, Simon Frieder, Simon Machado, Akshara Prabhakar, Ellie Thieu, Jiachen T. Wang, Zirui Wang, Xindi Wu, Mengzhou Xia, Wenhan Xia, Jiatong Yu, Junjie Zhu, Zhiyong Jason Ren, Sanjeev Arora, Danqi Chen:
Language Models as Science Tutors. ICML 2024 - [i10]Alexis Chevalier, Jiayi Geng, Alexander Wettig, Howard Chen, Sebastian Mizera, Toni Annala, Max Jameson Aragon, Arturo Rodríguez Fanlo, Simon Frieder, Simon Machado, Akshara Prabhakar, Ellie Thieu, Jiachen T. Wang, Zirui Wang, Xindi Wu, Mengzhou Xia, Wenhan Jia, Jiatong Yu, Jun-Jie Zhu, Zhiyong Jason Ren, Sanjeev Arora, Danqi Chen:
Language Models as Science Tutors. CoRR abs/2402.11111 (2024) - [i9]Akshara Prabhakar, Thomas L. Griffiths, R. Thomas McCoy:
Deciphering the Factors Influencing the Efficacy of Chain-of-Thought: Probability, Memorization, and Noisy Reasoning. CoRR abs/2407.01687 (2024) - [i8]Jianguo Zhang, Tian Lan, Ming Zhu, Zuxin Liu, Thai Hoang, Shirley Kokane, Weiran Yao, Juntao Tan, Akshara Prabhakar, Haolin Chen, Zhiwei Liu, Yihao Feng, Tulika Manoj Awalgaonkar, Rithesh Murthy, Eric Hu, Zeyuan Chen, Ran Xu, Juan Carlos Niebles, Shelby Heinecke, Huan Wang, Silvio Savarese, Caiming Xiong:
xLAM: A Family of Large Action Models to Empower AI Agent Systems. CoRR abs/2409.03215 (2024) - [i7]Akshara Prabhakar, Yuanzhi Li, Karthik Narasimhan, Sham M. Kakade, Eran Malach, Samy Jelassi:
LoRA Soups: Merging LoRAs for Practical Skill Composition Tasks. CoRR abs/2410.13025 (2024) - [i6]Kung-Hsiang Huang, Akshara Prabhakar, Sidharth Dhawan, Yixin Mao, Huan Wang, Silvio Savarese, Caiming Xiong, Philippe Laban, Chien-Sheng Wu:
CRMArena: Understanding the Capacity of LLM Agents to Perform Professional CRM Tasks in Realistic Environments. CoRR abs/2411.02305 (2024) - [i5]Haolin Chen, Yihao Feng, Zuxin Liu, Weiran Yao, Akshara Prabhakar, Shelby Heinecke, Ricky Ho, Phil Mui, Silvio Savarese, Caiming Xiong, Huan Wang:
Language Models are Hidden Reasoners: Unlocking Latent Reasoning Capabilities via Self-Rewarding. CoRR abs/2411.04282 (2024) - [i4]Shirley Kokane, Ming Zhu, Tulika Awalgaonkar, Jianguo Zhang, Thai Hoang, Akshara Prabhakar, Zuxin Liu, Tian Lan, Liangwei Yang, Juntao Tan, Rithesh Murthy, Weiran Yao, Zhiwei Liu, Juan Carlos Niebles, Huan Wang, Shelby Heinecke, Caiming Xiong, Silvio Savarese:
SpecTool: A Benchmark for Characterizing Errors in Tool-Use LLMs. CoRR abs/2411.13547 (2024) - 2023
- [c5]John Yang, Akshara Prabhakar, Karthik Narasimhan, Shunyu Yao:
InterCode: Standardizing and Benchmarking Interactive Coding with Execution Feedback. NeurIPS 2023 - [i3]John Yang, Akshara Prabhakar, Karthik Narasimhan, Shunyu Yao:
InterCode: Standardizing and Benchmarking Interactive Coding with Execution Feedback. CoRR abs/2306.14898 (2023) - 2022
- [c4]Akshara Prabhakar
, Gouri Sankar Majumder, Ashish Anand:
CL-NERIL: A Cross-Lingual Model for NER in Indian Languages (Student Abstract). AAAI 2022: 13031-13032 - [c3]Akshara Prabhakar, Shidharth S, S. Sowmya Kamath:
Neural Language Modeling of Unstructured Clinical Notes for Automated Patient Phenotyping. CISS 2022: 142-147 - [c2]Deeksha Varshney, Akshara Prabhakar, Asif Ekbal:
Commonsense and Named Entity Aware Knowledge Grounded Dialogue Generation. NAACL-HLT 2022: 1322-1335 - [i2]Deeksha Varshney, Akshara Prabhakar, Asif Ekbal:
Commonsense and Named Entity Aware Knowledge Grounded Dialogue Generation. CoRR abs/2205.13928 (2022) - 2021
- [c1]Akshara Prabhakar, Shidharth Srinivasan, Gokul S. Krishnan, S. Sowmya Kamath:
Diagnostic Code Group Prediction by Integrating Structured and Unstructured Clinical Data. BDA 2021: 197-210 - [i1]Akshara Prabhakar, Gouri Sankar Majumder, Ashish Anand:
CL-NERIL: A Cross-Lingual Model for NER in Indian Languages. CoRR abs/2111.11815 (2021)
Coauthor Index
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