SpecTool: A Benchmark for Characterizing Errors in Tool-Use LLMs

Authors: Kokane, Shirley, Zhu, Ming, Awalgaonkar, Tulika, Zhang, Jianguo, Hoang, Thai, Prabhakar, Akshara, Liu, Zuxin, Lan, Tian, Yang, Liangwei, Tan, Juntao, Murthy, Rithesh, Yao, Weiran, Liu, Zhiwei, Niebles, Juan Carlos, Wang, Huan, Heinecke, Shelby, Xiong, Caiming, Savarese, Silivo

Subject Terms: Computer Science - Software Engineering, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2411.13547

Language Models are Hidden Reasoners: Unlocking Latent Reasoning Capabilities via Self-Rewarding

Authors: Chen, Haolin, Feng, Yihao, Liu, Zuxin, Yao, Weiran, Prabhakar, Akshara, Heinecke, Shelby, Ho, Ricky, Mui, Phil, Savarese, Silvio, Xiong, Caiming, Wang, Huan

Subject Terms: Computer Science - Artificial Intelligence, Computer Science - Computation and Language, Computer Science - Machine Learning, Statistics - Machine Learning, I.2.7

Access URL: http://arxiv.org/abs/2411.04282

CRMArena: Understanding the Capacity of LLM Agents to Perform Professional CRM Tasks in Realistic Environments

Authors: Huang, Kung-Hsiang, Prabhakar, Akshara, Dhawan, Sidharth, Mao, Yixin, Wang, Huan, Savarese, Silvio, Xiong, Caiming, Laban, Philippe, Wu, Chien-Sheng

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2411.02305

LoRA Soups: Merging LoRAs for Practical Skill Composition Tasks

Authors: Prabhakar, Akshara, Li, Yuanzhi, Narasimhan, Karthik, Kakade, Sham, Malach, Eran, Jelassi, Samy

Subject Terms: Computer Science - Computation and Language, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2410.13025

xLAM: A Family of Large Action Models to Empower AI Agent Systems

Authors: Zhang, Jianguo, Lan, Tian, Zhu, Ming, Liu, Zuxin, Hoang, Thai, Kokane, Shirley, Yao, Weiran, Tan, Juntao, Prabhakar, Akshara, Chen, Haolin, Liu, Zhiwei, Feng, Yihao, Awalgaonkar, Tulika, Murthy, Rithesh, Hu, Eric, Chen, Zeyuan, Xu, Ran, Niebles, Juan Carlos, Heinecke, Shelby, Wang, Huan, Savarese, Silvio, Xiong, Caiming

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2409.03215

Deciphering the Factors Influencing the Efficacy of Chain-of-Thought: Probability, Memorization, and Noisy Reasoning

Authors: Prabhakar, Akshara, Griffiths, Thomas L., McCoy, R. Thomas

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2407.01687

Language Models as Science Tutors

Authors: Chevalier, Alexis, Geng, Jiayi, Wettig, Alexander, Chen, Howard, Mizera, Sebastian, Annala, Toni, Aragon, Max Jameson, Fanlo, Arturo Rodríguez, Frieder, Simon, Machado, Simon, Prabhakar, Akshara, Thieu, Ellie, Wang, Jiachen T., Wang, Zirui, Wu, Xindi, Xia, Mengzhou, Xia, Wenhan, Yu, Jiatong, Zhu, Jun-Jie, Ren, Zhiyong Jason, Arora, Sanjeev, Chen, Danqi

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2402.11111

Neural Language Modeling of Unstructured Clinical Notes for Automated Patient Phenotyping

Authors: Prabhakar, Akshara, Shidharth, S, Kamath, Sowmya S

Source: 2022 56th Annual Conference on Information Sciences and Systems (CISS) Information Sciences and Systems (CISS), 2022 56th Annual Conference on. :142-147 Mar, 2022

Relation: 2022 56th Annual Conference on Information Sciences and Systems (CISS)

InterCode: Standardizing and Benchmarking Interactive Coding with Execution Feedback

Authors: Yang, John, Prabhakar, Akshara, Narasimhan, Karthik, Yao, Shunyu

Subject Terms: Computer Science - Computation and Language, Computer Science - Machine Learning, Computer Science - Software Engineering

Access URL: http://arxiv.org/abs/2306.14898

Commonsense and Named Entity Aware Knowledge Grounded Dialogue Generation

Authors: Varshney, Deeksha, Prabhakar, Akshara, Ekbal, Asif

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2205.13928

CL-NERIL: A Cross-Lingual Model for NER in Indian Languages

Authors: Prabhakar, Akshara, Majumder, Gouri Sankar, Anand, Ashish

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2111.11815

Diagnostic Code Group Prediction by Integrating Structured and Unstructured Clinical Data
9th Conference on Big Data Analytics

Authors: Prabhakar, Akshara, Srinivasan, Shidharth, Krishnan, Gokul S., Kamath, Sowmya S.

Source: Lecture notes in computer science. 13147:197-210

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN607299207&indx=1&recIds=ETOCCN607299207