Tanuja Ganu

Evaluating LLMs’ Mathematical Reasoning in Financial Document Question Answering

Pragya Srivastava, Manuj Malik, Vivek Gupta, Tanuja Ganu, Dan Roth

Findings of the Association for Computational Linguistics ACL 2024 | August 2024

Editor(s): Lun-Wei Ku, Andre Martins, Vivek Srikumar

DOI PDF Publication

TorchSpatial: A Location Encoding Framework and Benchmark for Spatial Representation Learning

Nemin Wu, Qian Cao, Zhangyu Wang, Zeping Liu, Yanlin Qi, Jielu Zhang, Joshua Ni, Xiaobai Yao, Hongxu Ma, Lan Mu, Stefano Ermon, Tanuja Ganu, Akshay Nambi, Ni Lao, Gengchen Mai

NeurIPS 2024 | June 2024

DOI Publication Publication

MMCTAgent: Multi-modal Critical Thinking Agent Framework for Complex Visual Reasoning

Somnath Kumar, Yash Gadhia, Tanuja Ganu, Akshay Nambi

NeurIPS | June 2024

Preprint PDF

Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language Models

Hengyi Wang, Haizhou Shi, Shiwei Tan, Weiyi Qin, Wenyuan Wang, Tunyu Zhang, Akshay Nambi, Tanuja Ganu, Hao Wang

June 2024

Preprint

Bridging the Gap: Dynamic Learning Strategies for Improving Multilingual Performance in LLMs

Somnath Kumar, Vaibhav Balloli, Mercy Ranjit, Kabir Ahuja, Tanuja Ganu, Sunayana Sitaram, Kalika Bali, Akshay Nambi

May 2024

Preprint

PromptWizard: Task-Aware Agent-driven Prompt Optimization Framework

Eshaan Agarwal, Vivek Dani, Tanuja Ganu, Akshay Nambi

May 2024

Preprint

Chanakya: Learning Runtime Decisions for Adaptive Real-Time Perception

Anurag Ghosh, Akshay Nambi, Vaibhav Balloli, Aditya Singh, Tanuja Ganu

NeurIPS 2023 | December 2023

Publication Project

MEGA: Multilingual Evaluation of Generative AI

Kabir Ahuja, Harshita Diddee, Rishav Hada, Millicent Ochieng, Krithika Ramesh, Prachi Jain, Akshay Nambi, Tanuja Ganu, Sameer Segal, Mohamed Ahmed, Kalika Bali, Sunayana Sitaram

EMNLP 2023 | October 2023

Publication Github Project Project

Learning Runtime Decisions for Adaptive Real-Time Perception

Anurag Ghosh, Akshay Nambi, Vaibhav Balloli, Aditya Singh, Tanuja Ganu

NeurIPS 2023 | June 2023

Publication

Breaking Language Barriers with a LEAP: Learning Strategies for Polyglot LLMs

Vaibhav Balloli, Mercy Ranjit, Akshay Nambi, Tanuja Ganu, Kabir Ahuja, Sunayana Sitaram, Kalika Bali

May 2023

Preprint Project

Retrieval Augmented Chest X-Ray Report Generation using OpenAI GPT models

Mercy Ranjit, Gopinath Ganapathy, Ranjit Manuel, Tanuja Ganu

May 2023

DOI Publication

Reliable Energy Consumption Modeling for an Electric Vehicle Fleet

Millend Roy, Akshay Nambi, Anupam Sobti, Tanuja Ganu, Shivkumar Kalyanaraman , Shankar Akella, Jaya Subha Devi, S A Sunderasan

COMPASS '22: ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies (COMPASS) | June 2022

Publication Project

AI-assisted Cell-Level Fault Detection and Localization in Solar PV Electroluminescence Images

Ahan MR, Akshay Nambi, Tanuja Ganu, Dhananjay Nahata, Shivkumar Kalyanaraman

SenSys '21: Proceedings of the 19th ACM Conference on Embedded Networked Sensor Systems, SenSys Workshop | November 2021

Best Paper Award

Publication Project

Micro-climate Prediction – Multi Scale Encoder-decoder based Deep Learning Framework

Peeyush Kumar, Ranveer Chandra, Chetan Bansal, Shivkumar Kalyanaraman, Tanuja Ganu, Michael Grant

2021 Knowledge Discovery and Data Mining | August 2021

Publication Publication Project Project

GCM: A Toolkit for Generating Synthetic Code-mixed Text

Mohd Sanad Zaki Rizvi, Anirudh Srinivasan, Tanuja Ganu, Monojit Choudhury, Sunayana Sitaram

2021 Conference of the European Chapter of the Association for Computational Linguistics | April 2021

DOI Publication Publication Project

Evaluating LLMs’ Mathematical Reasoning in Financial Document Question Answering

Pragya Srivastava, Manuj Malik, Vivek Gupta, Tanuja Ganu, Dan Roth

Findings of the Association for Computational Linguistics ACL 2024 | August 2024

Editor(s): Lun-Wei Ku, Andre Martins, Vivek Srikumar

DOI PDF Publication

TorchSpatial: A Location Encoding Framework and Benchmark for Spatial Representation Learning

Nemin Wu, Qian Cao, Zhangyu Wang, Zeping Liu, Yanlin Qi, Jielu Zhang, Joshua Ni, Xiaobai Yao, Hongxu Ma, Lan Mu, Stefano Ermon, Tanuja Ganu, Akshay Nambi, Ni Lao, Gengchen Mai

NeurIPS 2024 | June 2024

DOI Publication Publication

MMCTAgent: Multi-modal Critical Thinking Agent Framework for Complex Visual Reasoning

Somnath Kumar, Yash Gadhia, Tanuja Ganu, Akshay Nambi

NeurIPS | June 2024

Preprint PDF

Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language Models

Hengyi Wang, Haizhou Shi, Shiwei Tan, Weiyi Qin, Wenyuan Wang, Tunyu Zhang, Akshay Nambi, Tanuja Ganu, Hao Wang

June 2024

Preprint

Bridging the Gap: Dynamic Learning Strategies for Improving Multilingual Performance in LLMs

Somnath Kumar, Vaibhav Balloli, Mercy Ranjit, Kabir Ahuja, Tanuja Ganu, Sunayana Sitaram, Kalika Bali, Akshay Nambi

May 2024

Preprint

PromptWizard: Task-Aware Agent-driven Prompt Optimization Framework

Eshaan Agarwal, Vivek Dani, Tanuja Ganu, Akshay Nambi

May 2024

Preprint

Chanakya: Learning Runtime Decisions for Adaptive Real-Time Perception

Anurag Ghosh, Akshay Nambi, Vaibhav Balloli, Aditya Singh, Tanuja Ganu

NeurIPS 2023 | December 2023

Publication Project

MEGA: Multilingual Evaluation of Generative AI

Kabir Ahuja, Harshita Diddee, Rishav Hada, Millicent Ochieng, Krithika Ramesh, Prachi Jain, Akshay Nambi, Tanuja Ganu, Sameer Segal, Mohamed Ahmed, Kalika Bali, Sunayana Sitaram

EMNLP 2023 | October 2023

Publication Github Project Project

Learning Runtime Decisions for Adaptive Real-Time Perception

Anurag Ghosh, Akshay Nambi, Vaibhav Balloli, Aditya Singh, Tanuja Ganu

NeurIPS 2023 | June 2023

Publication

Breaking Language Barriers with a LEAP: Learning Strategies for Polyglot LLMs

Vaibhav Balloli, Mercy Ranjit, Akshay Nambi, Tanuja Ganu, Kabir Ahuja, Sunayana Sitaram, Kalika Bali

May 2023

Preprint Project

Retrieval Augmented Chest X-Ray Report Generation using OpenAI GPT models

Mercy Ranjit, Gopinath Ganapathy, Ranjit Manuel, Tanuja Ganu

May 2023

DOI Publication

Reliable Energy Consumption Modeling for an Electric Vehicle Fleet

Millend Roy, Akshay Nambi, Anupam Sobti, Tanuja Ganu, Shivkumar Kalyanaraman , Shankar Akella, Jaya Subha Devi, S A Sunderasan

COMPASS '22: ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies (COMPASS) | June 2022

Publication Project

AI-assisted Cell-Level Fault Detection and Localization in Solar PV Electroluminescence Images

Ahan MR, Akshay Nambi, Tanuja Ganu, Dhananjay Nahata, Shivkumar Kalyanaraman

SenSys '21: Proceedings of the 19th ACM Conference on Embedded Networked Sensor Systems, SenSys Workshop | November 2021

Best Paper Award

Publication Project

Micro-climate Prediction – Multi Scale Encoder-decoder based Deep Learning Framework

Peeyush Kumar, Ranveer Chandra, Chetan Bansal, Shivkumar Kalyanaraman, Tanuja Ganu, Michael Grant

2021 Knowledge Discovery and Data Mining | August 2021

Publication Publication Project Project

MMCTAgent: Multi-modal Critical Thinking Agent Framework for Complex Visual Reasoning

Somnath Kumar, Yash Gadhia, Tanuja Ganu, Akshay Nambi

NeurIPS | June 2024

Preprint PDF

Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language Models

Hengyi Wang, Haizhou Shi, Shiwei Tan, Weiyi Qin, Wenyuan Wang, Tunyu Zhang, Akshay Nambi, Tanuja Ganu, Hao Wang

June 2024

Preprint

Chanakya: Learning Runtime Decisions for Adaptive Real-Time Perception

Anurag Ghosh, Akshay Nambi, Vaibhav Balloli, Aditya Singh, Tanuja Ganu

NeurIPS 2023 | December 2023

Publication Project

Learning Runtime Decisions for Adaptive Real-Time Perception

Anurag Ghosh, Akshay Nambi, Vaibhav Balloli, Aditya Singh, Tanuja Ganu

NeurIPS 2023 | June 2023

Publication

Retrieval Augmented Chest X-Ray Report Generation using OpenAI GPT models

Mercy Ranjit, Gopinath Ganapathy, Ranjit Manuel, Tanuja Ganu

May 2023

DOI Publication

Chanakya: Learning Runtime Decisions for Adaptive Real-Time Perception

Anurag Ghosh, Akshay Nambi, Vaibhav Balloli, Aditya Singh, Tanuja Ganu

NeurIPS 2023 | December 2023

Publication Project

Breaking Language Barriers with a LEAP: Learning Strategies for Polyglot LLMs

Vaibhav Balloli, Mercy Ranjit, Akshay Nambi, Tanuja Ganu, Kabir Ahuja, Sunayana Sitaram, Kalika Bali

May 2023

Preprint Project

Reliable Energy Consumption Modeling for an Electric Vehicle Fleet

Millend Roy, Akshay Nambi, Anupam Sobti, Tanuja Ganu, Shivkumar Kalyanaraman , Shankar Akella, Jaya Subha Devi, S A Sunderasan

COMPASS '22: ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies (COMPASS) | June 2022

Publication Project

AI-assisted Cell-Level Fault Detection and Localization in Solar PV Electroluminescence Images

Ahan MR, Akshay Nambi, Tanuja Ganu, Dhananjay Nahata, Shivkumar Kalyanaraman

SenSys '21: Proceedings of the 19th ACM Conference on Embedded Networked Sensor Systems, SenSys Workshop | November 2021

Best Paper Award

Publication Project

Breaking Language Barriers with a LEAP: Learning Strategies for Polyglot LLMs

Vaibhav Balloli, Mercy Ranjit, Akshay Nambi, Tanuja Ganu, Kabir Ahuja, Sunayana Sitaram, Kalika Bali

May 2023

Preprint Project

AI-assisted Cell-Level Fault Detection and Localization in Solar PV Electroluminescence Images

Ahan MR, Akshay Nambi, Tanuja Ganu, Dhananjay Nahata, Shivkumar Kalyanaraman

SenSys '21: Proceedings of the 19th ACM Conference on Embedded Networked Sensor Systems, SenSys Workshop | November 2021

Best Paper Award

Publication Project

Micro-climate Prediction – Multi Scale Encoder-decoder based Deep Learning Framework

Peeyush Kumar, Ranveer Chandra, Chetan Bansal, Shivkumar Kalyanaraman, Tanuja Ganu, Michael Grant

2021 Knowledge Discovery and Data Mining | August 2021

Publication Publication Project Project

Chanakya: Learning Runtime Decisions for Adaptive Real-Time Perception

Anurag Ghosh, Akshay Nambi, Vaibhav Balloli, Aditya Singh, Tanuja Ganu

NeurIPS 2023 | December 2023

Publication Project

Reliable Energy Consumption Modeling for an Electric Vehicle Fleet

Millend Roy, Akshay Nambi, Anupam Sobti, Tanuja Ganu, Shivkumar Kalyanaraman , Shankar Akella, Jaya Subha Devi, S A Sunderasan

COMPASS '22: ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies (COMPASS) | June 2022

Publication Project

MEGA: Multilingual Evaluation of Generative AI

Kabir Ahuja, Harshita Diddee, Rishav Hada, Millicent Ochieng, Krithika Ramesh, Prachi Jain, Akshay Nambi, Tanuja Ganu, Sameer Segal, Mohamed Ahmed, Kalika Bali, Sunayana Sitaram

EMNLP 2023 | October 2023

Publication Github Project Project

GCM: A Toolkit for Generating Synthetic Code-mixed Text

Mohd Sanad Zaki Rizvi, Anirudh Srinivasan, Tanuja Ganu, Monojit Choudhury, Sunayana Sitaram

2021 Conference of the European Chapter of the Association for Computational Linguistics | April 2021

DOI Publication Publication Project

AI-assisted Cell-Level Fault Detection and Localization in Solar PV Electroluminescence Images

Ahan MR, Akshay Nambi, Tanuja Ganu, Dhananjay Nahata, Shivkumar Kalyanaraman

SenSys '21: Proceedings of the 19th ACM Conference on Embedded Networked Sensor Systems, SenSys Workshop | November 2021

Best Paper Award

Publication Project

Micro-climate Prediction – Multi Scale Encoder-decoder based Deep Learning Framework

Peeyush Kumar, Ranveer Chandra, Chetan Bansal, Shivkumar Kalyanaraman, Tanuja Ganu, Michael Grant

2021 Knowledge Discovery and Data Mining | August 2021

Publication Publication Project Project

Evaluating LLMs’ Mathematical Reasoning in Financial Document Question Answering

Pragya Srivastava, Manuj Malik, Vivek Gupta, Tanuja Ganu, Dan Roth

Findings of the Association for Computational Linguistics ACL 2024 | August 2024

Editor(s): Lun-Wei Ku, Andre Martins, Vivek Srikumar

DOI PDF Publication

TorchSpatial: A Location Encoding Framework and Benchmark for Spatial Representation Learning

Nemin Wu, Qian Cao, Zhangyu Wang, Zeping Liu, Yanlin Qi, Jielu Zhang, Joshua Ni, Xiaobai Yao, Hongxu Ma, Lan Mu, Stefano Ermon, Tanuja Ganu, Akshay Nambi, Ni Lao, Gengchen Mai

NeurIPS 2024 | June 2024

DOI Publication Publication

MMCTAgent: Multi-modal Critical Thinking Agent Framework for Complex Visual Reasoning

Somnath Kumar, Yash Gadhia, Tanuja Ganu, Akshay Nambi

NeurIPS | June 2024

Preprint PDF

Chanakya: Learning Runtime Decisions for Adaptive Real-Time Perception

Anurag Ghosh, Akshay Nambi, Vaibhav Balloli, Aditya Singh, Tanuja Ganu

NeurIPS 2023 | December 2023

Publication Project

MEGA: Multilingual Evaluation of Generative AI

Kabir Ahuja, Harshita Diddee, Rishav Hada, Millicent Ochieng, Krithika Ramesh, Prachi Jain, Akshay Nambi, Tanuja Ganu, Sameer Segal, Mohamed Ahmed, Kalika Bali, Sunayana Sitaram

EMNLP 2023 | October 2023

Publication Github Project Project

Learning Runtime Decisions for Adaptive Real-Time Perception

Anurag Ghosh, Akshay Nambi, Vaibhav Balloli, Aditya Singh, Tanuja Ganu

NeurIPS 2023 | June 2023

Publication

Reliable Energy Consumption Modeling for an Electric Vehicle Fleet

Millend Roy, Akshay Nambi, Anupam Sobti, Tanuja Ganu, Shivkumar Kalyanaraman , Shankar Akella, Jaya Subha Devi, S A Sunderasan

COMPASS '22: ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies (COMPASS) | June 2022

Publication Project

AI-assisted Cell-Level Fault Detection and Localization in Solar PV Electroluminescence Images

Ahan MR, Akshay Nambi, Tanuja Ganu, Dhananjay Nahata, Shivkumar Kalyanaraman

SenSys '21: Proceedings of the 19th ACM Conference on Embedded Networked Sensor Systems, SenSys Workshop | November 2021

Best Paper Award

Publication Project

Micro-climate Prediction – Multi Scale Encoder-decoder based Deep Learning Framework

Peeyush Kumar, Ranveer Chandra, Chetan Bansal, Shivkumar Kalyanaraman, Tanuja Ganu, Michael Grant

2021 Knowledge Discovery and Data Mining | August 2021

Publication Publication Project Project

GCM: A Toolkit for Generating Synthetic Code-mixed Text

Mohd Sanad Zaki Rizvi, Anirudh Srinivasan, Tanuja Ganu, Monojit Choudhury, Sunayana Sitaram

2021 Conference of the European Chapter of the Association for Computational Linguistics | April 2021

DOI Publication Publication Project

Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language Models

Hengyi Wang, Haizhou Shi, Shiwei Tan, Weiyi Qin, Wenyuan Wang, Tunyu Zhang, Akshay Nambi, Tanuja Ganu, Hao Wang

June 2024

Preprint

Bridging the Gap: Dynamic Learning Strategies for Improving Multilingual Performance in LLMs

Somnath Kumar, Vaibhav Balloli, Mercy Ranjit, Kabir Ahuja, Tanuja Ganu, Sunayana Sitaram, Kalika Bali, Akshay Nambi

May 2024

Preprint

PromptWizard: Task-Aware Agent-driven Prompt Optimization Framework

Eshaan Agarwal, Vivek Dani, Tanuja Ganu, Akshay Nambi

May 2024

Preprint

Breaking Language Barriers with a LEAP: Learning Strategies for Polyglot LLMs

Vaibhav Balloli, Mercy Ranjit, Akshay Nambi, Tanuja Ganu, Kabir Ahuja, Sunayana Sitaram, Kalika Bali

May 2023

Preprint Project

Retrieval Augmented Chest X-Ray Report Generation using OpenAI GPT models

Mercy Ranjit, Gopinath Ganapathy, Ranjit Manuel, Tanuja Ganu

May 2023

DOI Publication