Tanuja Ganu

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 34

Top Topics

Learning Strategies

Source Language

Question Answering

Top Venues

Publications

Pragya Srivastava, Manuj Malik, Tanuja Ganu
Assessing LLMs' Mathematical Reasoning in Financial Document Question Answering. CoRR (2024)
Hengyi Wang, Haizhou Shi, Shiwei Tan, Weiyi Qin, Wenyuan Wang, Tunyu Zhang, Akshay Nambi, Tanuja Ganu, Hao Wang
Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language Models. CoRR (2024)
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
TorchSpatial: A Location Encoding Framework and Benchmark for Spatial Representation Learning. CoRR (2024)
Harshita Diddee, Anurag Shukla, Tanuja Ganu, Vivek Seshadri, Sandipan Dandapat, Monojit Choudhury, Kalika Bali
INMT-Lite: Accelerating Low-Resource Language Data Collection via Offline Interactive Neural Machine Translation. LREC/COLING (2024)
Eshaan Agarwal, Vivek Dani, Tanuja Ganu, Akshay Nambi
PromptWizard: Task-Aware Agent-driven Prompt Optimization Framework. CoRR (2024)
Pragya Srivastava, Manuj Malik, Vivek Gupta, Tanuja Ganu, Dan Roth
Evaluating LLMs' Mathematical Reasoning in Financial Document Question Answering. ACL (Findings) (2024)
Somnath Kumar, Vaibhav Balloli, Mercy Ranjit, Kabir Ahuja, Tanuja Ganu, Sunayana Sitaram, Kalika Bali, Akshay Nambi
Bridging the Gap: Dynamic Learning Strategies for Improving Multilingual Performance in LLMs. CoRR (2024)
Mercy Ranjit, Gopinath Ganapathy, Shaury Srivastav, Srujana Oruganti, Tanuja Ganu
Rad-Phi2: Instruction Tuning Phi2 for Radiology. Adv. Artif. Intell. Mach. Learn. 4 (2) (2024)
Somnath Kumar, Yash Gadhia, Tanuja Ganu, Akshay Nambi
MMCTAgent: Multi-modal Critical Thinking Agent Framework for Complex Visual Reasoning. CoRR (2024)
Mercy Ranjit, Gopinath Ganapathy, Shaury Srivastav, Tanuja Ganu, Srujana Oruganti
RAD-PHI2: Instruction Tuning PHI-2 for Radiology. CoRR (2024)
Akshay Uttama Nambi, Vaibhav Balloli, Mercy Prasanna Ranjit, Tanuja Ganu, Kabir Ahuja, Sunayana Sitaram, Kalika Bali
Breaking Language Barriers with a LEAP: Learning Strategies for Polyglot LLMs. CoRR (2023)
Kabir Ahuja, Rishav Hada, Millicent Ochieng, Prachi Jain, Harshita Diddee, Samuel Maina, Tanuja Ganu, Sameer Segal, Maxamed Axmed, Kalika Bali, Sunayana Sitaram
MEGA: Multilingual Evaluation of Generative AI. CoRR (2023)
Anurag Ghosh, Vaibhav Balloli, Akshay Nambi, Aditya Singh, Tanuja Ganu
Chanakya: Learning Runtime Decisions for Adaptive Real-Time Perception. NeurIPS (2023)
Mercy Prasanna Ranjit, Gopinath Ganapathy, Ranjit Manuel, Tanuja Ganu
Retrieval Augmented Chest X-Ray Report Generation using OpenAI GPT models. CoRR (2023)
Mercy Prasanna Ranjit, Gopinath Ganapathy, Ranjit Manuel, Tanuja Ganu
Retrieval Augmented Chest X-Ray Report Generation using OpenAI GPT models. MLHC (2023)
Anukriti Kumar, Tanuja Ganu
ChartParser: Automatic Chart Parsing for Print-Impaired. SDU@AAAI (2023)
Kabir Ahuja, Harshita Diddee, Rishav Hada, Millicent Ochieng, Krithika Ramesh, Prachi Jain, Akshay Uttama Nambi, Tanuja Ganu, Sameer Segal, Mohamed Ahmed, Kalika Bali, Sunayana Sitaram
MEGA: Multilingual Evaluation of Generative AI. EMNLP (2023)
Harshita Diddee, Sandipan Dandapat, Monojit Choudhury, Tanuja Ganu, Kalika Bali
Too Brittle To Touch: Comparing the Stability of Quantization and Distillation Towards Developing Lightweight Low-Resource MT Models. CoRR (2022)
Anukriti Kumar, Tanuja Ganu, Saikat Guha
Document Navigability: A Need for Print-Impaired. CoRR (2022)
Vishal Agarwal, Tanuja Ganu, Saikat Guha
Broken News: Making Newspapers Accessible to Print-Impaired. CoRR (2022)
Anirudh Srinivasan, Gauri Kholkar, Rahul Kejriwal, Tanuja Ganu, Sandipan Dandapat, Sunayana Sitaram, Balakrishnan Santhanam, Somak Aditya, Kalika Bali, Monojit Choudhury
LITMUS Predictor: An AI Assistant for Building Reliable, High-Performing and Fair Multilingual NLP Systems. AAAI (2022)
Pragya Srivastava, Tanuja Ganu, Saikat Guha
Towards Zero-Shot and Few-Shot Table Question Answering using GPT-3. CoRR (2022)
Harshita Diddee, Sandipan Dandapat, Monojit Choudhury, Tanuja Ganu, Kalika Bali
Too Brittle to Touch: Comparing the Stability of Quantization and Distillation towards Developing Low-Resource MT Models. WMT (2022)
Anukriti Kumar, Tanuja Ganu, Saikat Guha
ChartParser: Automatic Chart Parsing for Print-Impaired. CoRR (2022)
Millend Roy, Akshay Uttama Nambi, Anupam Sobti, Tanuja Ganu, Shivkumar Kalyanaraman, Shankar Akella, Jaya Subha Devi, S. A. Sundaresan
Reliable Energy Consumption Modeling for an Electric Vehicle Fleet. COMPASS (2022)
Peya Mowar, Tanuja Ganu, Saikat Guha
Towards Optimizing OCR for Accessibility. CoRR (2022)
Anirudh Srinivasan, Sunayana Sitaram, Tanuja Ganu, Sandipan Dandapat, Kalika Bali, Monojit Choudhury
Predicting the Performance of Multilingual NLP Models. CoRR (2021)
Anurag Ghosh, Akshay Uttama Nambi, Aditya Singh, Y. V. S. Harish, Tanuja Ganu
Adaptive Streaming Perception using Deep Reinforcement Learning. CoRR (2021)
M. R. Ahan, Akshay Nambi, Tanuja Ganu, Dhananjay Nahata, Shivkumar Kalyanaraman
AI-assisted Cell-Level Fault Detection and Localization in Solar PV Electroluminescence Images. SenSys (2021)
Peeyush Kumar, Ranveer Chandra, Chetan Bansal, Shivkumar Kalyanaraman, Tanuja Ganu, Michael Grant
Micro-climate Prediction - Multi Scale Encoder-decoder based Deep Learning Framework. KDD (2021)
Sebastin Santy, Kalika Bali, Monojit Choudhury, Sandipan Dandapat, Tanuja Ganu, Anurag Shukla, Jahanvi Shah, Vivek Seshadri
Language Translation as a Socio-Technical System: Case-Studies of Mixed-Initiative Interactions. COMPASS (2021)
Mohd Sanad Zaki Rizvi, Anirudh Srinivasan, Tanuja Ganu, Monojit Choudhury, Sunayana Sitaram
GCM: A Toolkit for Generating Synthetic Code-mixed Text. EACL (System Demonstrations) (2021)
Harshad Khadilkar, Tanuja Ganu, Deva P. Seetharam
Optimising Lockdown Policies for Epidemic Control using Reinforcement Learning. CoRR (2020)
Subendhu Rongali, Tanuja Ganu, Manikandan Padmanabhan, Vijay Arya, Shivkumar Kalyanaraman, Mohamad Iskandar Petra
iPlug: Decentralised dispatch of distributed generation. COMSNETS (2016)
Arun Vishwanath, Sunil Kumar Ghai, Vikas Chandan, Tanuja Ganu, Zainul Charbiwala, Shivkumar Kalyanaraman, Charles Blake
Using renewables to reduce peak demand: Lessons from an Australian experience. ISGT Asia (2015)
Pandarasamy Arjunan, Harshad D. Khadilkar, Tanuja Ganu, Zainul M. Charbiwala, Amarjeet Singh, Pushpendra Singh
Multi-User Energy Consumption Monitoring and Anomaly Detection with Partial Context Information. BuildSys@SenSys (2015)
Sambaran Bandyopadhyay, Tanuja Ganu, Harshad Khadilkar, Vijay Arya
Individual and Aggregate Electrical Load Forecasting: One for All and All for One. e-Energy (2015)
Harshad Khadilkar, Tanuja Ganu, Zainul Charbiwala, Chee Ming Lim, Sathyajith Mathew, Deva P. Seetharam
Algorithms for upgrading the resolution of aggregate energy meter data. e-Energy (2014)
Tri Kurniawan Wijaya, Tanuja Ganu, Dipanjan Chakraborty, Karl Aberer, Deva P. Seetharam
Consumer Segmentation and Knowledge Extraction from Smart Meter and Survey Data. SDM (2014)
Vikas Chandan, Tanuja Ganu, Tri Kurniawan Wijaya, Marilena Minou, George D. Stamoulis, George A. Thanos, Deva P. Seetharam
iDR: consumer and grid friendly demand response system. e-Energy (2014)
Harshad Khadilkar, Vikas Chandan, Sandeep Kalra, Sunil Kumar Ghai, Zainul Charbiwala, Tanuja Ganu, Rajesh Kunnath, Chee Ming Lim, Deva P. Seetharam
DC Picogrids as power backups for office buildings. SmartGridComm (2014)
Tanuja Ganu, Dwi A. P. Rahayu, Deva P. Seetharam, Rajesh Kunnath, Ashok Pon Kumar, Vijay Arya, Saiful A. Husain, Shivkumar Kalyanaraman
SocketWatch: An autonomous appliance monitoring system. PerCom (2014)
Deva P. Seetharam, Ankit Agrawal, Tanuja Ganu, Jagabondhu Hazra, Venkat Rajaraman, Rajesh Kunnath
Hidden costs of power cuts and battery backups. e-Energy (2013)
Tri Kurniawan Wijaya, Dipyaman Banerjee, Tanuja Ganu, Dipanjan Chakraborty, Sourav Battacharya, Thanasis G. Papaioannou, Deva P. Seetharam, Karl Aberer
DRSim: A cyber physical simulator for Demand Response systems. SmartGridComm (2013)
Tanuja Ganu, Deva P. Seetharam, Vijay Arya, Jagabondhu Hazra, Deeksha Sinha, Rajesh Kunnath, Liyanage Chandratilake De Silva, Saiful A. Husain, Shivkumar Kalyanaraman
nPlug: An Autonomous Peak Load Controller. IEEE J. Sel. Areas Commun. 31 (7) (2013)
Tanuja Ganu, Sundararajan Sellamanickam, Shirish K. Shevade
Sparse Max-Margin Multiclass and Multi-label Classifier Design for Fast Inference. SDM (2013)
George A. Thanos, Marilena Minou, Tanuja Ganu, Vijay Arya, Dipanjan Chakraborty, Jan van Deventer, George D. Stamoulis
Evaluating demand response programs by means of key performance indicators. COMSNETS (2013)
Tanuja Ganu, Jagabondhu Hazra, Deva P. Seetharam, Saiful A. Husain, Vijay Arya, Liyanage Chandratilake De Silva, Rajesh Kunnath, Shivkumar Kalyanaraman
nPlug: a smart plug for alleviating peak loads. e-Energy (2012)