Ganesh Ramakrishnan

280 papers A* 31A 27B 23C 2Misc 2Journal 121Unranked 73

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Chandomitra: Towards Generating Structured Sanskrit Poetry from Natural Language Inputs. EACL (Volume 1: Long Papers) Manoj Balaji Jagadeeshan, Samarth Bhatia, Pretam Ray, Harshul Raj Surana, Akhil Rajeev P, Priya Mishra, Annarao Kulkarni, Ganesh Ramakrishnan, Prathosh A. P., Pawan Goyal
2026	J	`jnl`	Dynamic Multi-Expert Projectors with Stabilized Routing for Multilingual Speech Recognition. CoRR Isha Pandey, Ashish R. Mittal, Vartul Bahuguna, Ganesh Ramakrishnan
2026	J	`jnl`	Improving Video Question Answering through query-based frame selection. CoRR Himanshu Patil, Geo Jolly, Ramana Raja Buddala, Ganesh Ramakrishnan, Rohit Saluja
2026	J	`jnl`	Linguistically informed automatic speech recognition in Sanskrit. Comput. Speech Lang. Rishabh Kumar, Devaraja Adiga, Rishav Ranjan, Amrith Krishna, Ganesh Ramakrishnan, Pawan Goyal, Preethi Jyothi
2026	J	`jnl`	Lost in Transcription: How Speech-to-Text Errors Derail Code Understanding. CoRR Jayant Havare, Ashish R. Mittal, Srikanth Tamilselvam, Ganesh Ramakrishnan
2026	J	`jnl`	OMIND: Framework for Knowledge Grounded Finetuning and Multi-Turn Dialogue Benchmark for Mental Health LLMs. CoRR Suraj Racha, Prashant Joshi, Utkarsh Maurya, Nitin Yadav, Mridul Sharma, Ananya Kunisetty, Saranya Darisipudi, Nirmal Punjabi, Ganesh Ramakrishnan
2026	—	`conf`	Post-ASR Correction in Hindi: Comparing Language Models and Large Language Models in Low-Resource Scenarios. EACL (Volume 2: Short Papers) Rishabh Kumar, Amrith Krishna, Ganesh Ramakrishnan, Preethi Jyothi
2026	J	`jnl`	Samasāmayik: A Parallel Dataset for Hindi-Sanskrit Machine Translation. CoRR N. J. Karthika, Keerthana Suryanarayanan, Jahanvi Purohit, Ganesh Ramakrishnan, Jitin Singla, Anil Kumar Gourishetty
2025	J	`jnl`	A Code Comprehension Benchmark for Large Language Models for Code. CoRR Jayant Havare, Saurav Chaudhary, Ganesh Ramakrishnan, Kaushikraj Maharajan, Srikanth Tamilselvam
2025	J	`jnl`	A2TTS: TTS for Low Resource Indian Languages. CoRR Ayush Singh Bhadoriya, Abhishek Nikunj Shinde, Isha Pandey, Ganesh Ramakrishnan
2025	—	`conf`	ARISE: Iterative Rule Induction and Synthetic Data Generation for Text Classification. NAACL (Findings) Yaswanth M, Vaibhav Singh, Ayush Maheshwari, Amrith Krishna, Ganesh Ramakrishnan
2025	J	`jnl`	ARISE: Iterative Rule Induction and Synthetic Data Generation for Text Classification. CoRR Yashwanth M., Vaibhav Singh, Ayush Maheshwari, Amrith Krishna, Ganesh Ramakrishnan
2025	A	`conf`	Ai-Based Automated Grading of Source Code of Introductory Programming Assignments. ICPC Jayant Havare, Varsha Apte, Kaushikraj Maharajan, Nithin Chandra Gupta Samudrala, Ganesh Ramakrishnan, Srikanth Tamilselvam, Sainath Vavilapalli
2025	J	`jnl`	AyurParam: A State-of-the-Art Bilingual Language Model for Ayurveda. CoRR Mohd Nauman, Sravan Gvm, Vijay Devane, Shyam Pawar, Viraj Thakur, Kundeshwar Pundalik, Piyush Sawarkar, Rohit Saluja, Maunendra Sankar Desarkar, Ganesh Ramakrishnan
2025	J	`jnl`	Bandit Guided Submodular Curriculum for Adaptive Subset Selection. CoRR Prateek Chanda, Prayas Agrawal, Saral Sureka, Lokesh Reddy Polu, Atharv Kshirsagar, Ganesh Ramakrishnan
2025	J	`jnl`	Bayesian Coreset Optimization for Personalized Federated Learning. CoRR Prateek Chanda, Shrey Modi, Ganesh Ramakrishnan
2025	J	`jnl`	BhashaBench V1: A Comprehensive Benchmark for the Quadrant of Indic Domains. CoRR Vijay Devane, Mohd Nauman, Bhargav Patel, Aniket Mahendra Wakchoure, Yogeshkumar Sant, Shyam Pawar, Viraj Thakur, Ananya Godse, Sunil Patra, Neha Maurya, Suraj Racha, Nitish Kamal Singh, Ajay Nagpal, Piyush Sawarkar, Kundeshwar Pundalik, Rohit Saluja, Ganesh Ramakrishnan
2025	J	`jnl`	CodeVaani: A Multilingual, Voice-Based Code Learning Assistant. CoRR Jayant Havare, Srikanth Tamilselvam, Ashish R. Mittal, Shalaka Thorat, Soham Jadia, Varsha Apte, Ganesh Ramakrishnan
2025	—	`conf`	Consistency Is the Key: Detecting Hallucinations in LLM Generated Text By Checking Inconsistencies About Key Facts. IJCNLP-AACL (Findings) Raavi Gupta, Pranav Hari Panicker, Sumit Bhatia, Ganesh Ramakrishnan
2025	J	`jnl`	Consistency Is the Key: Detecting Hallucinations in LLM Generated Text By Checking Inconsistencies About Key Facts. CoRR Raavi Gupta, Pranav Hari Panicker, Sumit Bhatia, Ganesh Ramakrishnan
2025	—	`conf`	Design and Evaluation of an AI-Assisted Grading Tool for Introductory Programming Assignments: An Experience Report. SIGCSE (1) Goda Nagakalyani, Saurav Chaudhary, Varsha Apte, Ganesh Ramakrishnan, Srikanth Tamilselvam
2025	J	`jnl`	DrishtiKon: Multi-Granular Visual Grounding for Text-Rich Document Images. CoRR Badri Vishal Kasuba, Parag Chaudhuri, Ganesh Ramakrishnan
2025	J	`jnl`	Early Exit and Multi Stage Knowledge Distillation in VLMs for Video Summarization. CoRR Anas Anwarul Haq Khan, Utkarsh Verma, Prateek Chanda, Ganesh Ramakrishnan
2025	J	`jnl`	Enhancing Multi-Image Question Answering via Submodular Subset Selection. CoRR Aaryan Sharma, Shivansh Gupta, Samar Agarwal, Vishak Prasad C., Ganesh Ramakrishnan
2025	J	`jnl`	FairPO: Robust Preference Optimization for Fair Multi-Label Learning. CoRR Soumen Kumar Mondal, Akshit Varmora, Prateek Chanda, Ganesh Ramakrishnan
2025	J	`jnl`	From Plain Text to Poetic Form: Generating Metrically-Constrained Sanskrit Verses. CoRR Manoj Balaji Jagadeeshan, Samarth Bhatia, Pretam Ray, Harshul Raj Surana, Akhil Rajeev P, Priya Mishra, Annarao Kulkarni, Ganesh Ramakrishnan, Prathosh AP, Pawan Goyal
2025	—	`conf`	GuideQ: Framework for Guided Questioning for progressive informational collection and classification. NAACL (Findings) Priya Mishra, Suraj Racha, Kaustubh Ponkshe, Adit Akarsh, Ganesh Ramakrishnan
2025	—	`conf`	INDIC QA BENCHMARK: A Multilingual Benchmark to Evaluate Question Answering capability of LLMs for Indic Languages. NAACL (Findings) Abhishek Kumar Singh, Vishwajeet Kumar, Rudra Murthy, Jaydeep Sen, Ashish R. Mittal, Ganesh Ramakrishnan
2025	J	`jnl`	Inducing Robustness in a 2 Dimensional Direct Preference Optimization Paradigm. CoRR Sarvesh Shashidhar, Ritik, Nachiketa Patil, Suraj Racha, Ganesh Ramakrishnan
2025	—	`conf`	Integrations: Informed Subset Selection Based Generation for Medical Imaging in Resource Constrained Setting. ISBI Bhavik Kanekar, Atharv Savarkar, Ganesh Ramakrishnan, Kshitij S. Jadhav
2025	J	`jnl`	Intent Aware Context Retrieval for Multi-Turn Agricultural Question Answering. CoRR Abhay Vijayvargia, Ajay Nagpal, Kundeshwar Pundalik, Atharva Savarkar, Smita Gautam, Pankaj Singh, Rohit Saluja, Ganesh Ramakrishnan
2025	J	`jnl`	Language translation, and change of accent for speech-to-speech task using diffusion model. CoRR Abhishek Mishra, Ritesh Sur Chowdhury, Vartul Bahuguna, Isha Pandey, Ganesh Ramakrishnan
2025	J	`jnl`	Learning What Matters: Probabilistic Task Selection via Mutual Information for Model Finetuning. CoRR Prateek Chanda, Saral Sureka, Parth Pratim Chatterjee, Krishnateja Killamsetty, Nikhil Shivakumar Nayak, Ganesh Ramakrishnan
2025	—	`conf`	LexGen: Domain-aware Multilingual Lexicon Generation. ACL (1) Ayush Maheshwari, Atul Kumar Singh, N. J. Karthika, Krishnakant Bhatt, Preethi Jyothi, Ganesh Ramakrishnan
2025	J	`jnl`	MHQA: A Diverse, Knowledge Intensive Mental Health Question Answering Challenge for Language Models. CoRR Suraj Racha, Prashant Joshi, Anshika Raman, Nikita Jangid, Mridul Sharma, Ganesh Ramakrishnan, Nirmal Punjabi
2025	J	`jnl`	MorphTok: Morphologically Grounded Tokenization for Indian Languages. CoRR Maharaj Brahma, N. J. Karthika, Atul Singh, Devaraj Adiga, Smruti Bhate, Ganesh Ramakrishnan, Rohit Saluja, Maunendra Sankar Desarkar
2025	J	`jnl`	Multilingual Tokenization through the Lens of Indian Languages: Challenges and Insights. CoRR N. J. Karthika, Maharaj Brahma, Rohit Saluja, Ganesh Ramakrishnan, Maunendra Sankar Desarkar
2025	J	`jnl`	PARAM-1 BharatGen 2.9B Model. CoRR Kundeshwar Pundalik, Piyush Sawarkar, Nihar Sahoo, Abhishek Shinde, Prateek Chanda, Vedant Goswami, Ajay Nagpal, Atul Singh, Viraj Thakur, Vijay Dewane, Aamod Thakur, Bhargav Patel, Smita Gautam, Bhagwan Panditi, Shyam Pawar, Madhav Kotcha, Suraj Racha, Saral Sureka, Pankaj Singh, Rishi Bal, Rohit Saluja, Ganesh Ramakrishnan
2025	J	`jnl`	PLATTER: A Page-Level Handwritten Text Recognition System for Indic Scripts. CoRR Badri Vishal Kasuba, Dhruv Kudale, Venkatapathy Subramanian, Parag Chaudhuri, Ganesh Ramakrishnan
2025	J	`jnl`	SPRINT: Script-agnostic Structure Recognition in Tables. CoRR Dhruv Kudale, Badri Vishal Kasuba, Venkatapathy Subramanian, Parag Chaudhuri, Ganesh Ramakrishnan
2025	J	`jnl`	Semantically Cohesive Word Grouping in Indian Languages. CoRR N. J. Karthika, Adyasha Patra, Nagasai Saketh Naidu, Arnab Bhattacharya, Ganesh Ramakrishnan, Chaitali Dangarikar
2025	—	`conf`	TA Buddy: AI-Assisted Grading Tool for Introductory Programming Assignments. SIGCSE (2) Goda Nagakalyani, Saurav Chaudhary, Varsha Apte, Ganesh Ramakrishnan
2025	J	`jnl`	Technical report: Impact of Duration Prediction on Speaker-specific TTS for Indian Languages. CoRR Isha Pandey, Pranav Gaikwad, Amruta Parulekar, Ganesh Ramakrishnan
2025	J	`jnl`	The Art of Breaking Words: Rethinking Multilingual Tokenizer Design. CoRR Aamod Thakur, Ajay Nagpal, Atharva Savarkar, Kundeshwar Pundalik, Siddhesh Dosi, Piyush Sawarkar, Viraj Thakur, Rohit Saluja, Maunendra Sankar Desarkar, Ganesh Ramakrishnan
2025	J	`jnl`	Uncertainty-Aware Subset Selection for Robust Visual Explainability under Distribution Shifts. CoRR Madhav Gupta, Vishak Prasad C., Ganesh Ramakrishnan
2025	J	`jnl`	Unified Wisdom: Harnessing Collaborative Learning to Improve Efficacy of Knowledge Distillation. Trans. Mach. Learn. Res. Atharva Abhijit Tambat, Durga Sivasubramanian, Ganesh Ramakrishnan, Pradeep Shenoy
2024	J	`jnl`	A Three-Pronged Approach to Cross-Lingual Adaptation with Multilingual LLMs. CoRR Vaibhav Singh, Amrith Krishna, Karthika NJ, Ganesh Ramakrishnan
2024	A*	`conf`	Bayesian Coreset Optimization for Personalized Federated Learning. ICLR Prateek Chanda, Shrey Modi, Ganesh Ramakrishnan
2024	—	`conf`	Beyond Common Words: Enhancing ASR Cross-Lingual Proper Noun Recognition Using Large Language Models. EMNLP (Findings) Rishabh Kumar, Sabyasachi Ghosh, Ganesh Ramakrishnan
2024	J	`jnl`	CharSS: Character-Level Transformer Model for Sanskrit Word Segmentation. CoRR Krishnakant Bhatt, Karthika NJ, Ganesh Ramakrishnan, Preethi Jyothi
2024	—	`conf`	DictDis: Dictionary Constrained Disambiguation for Improved NMT. EMNLP (Findings) Ayush Maheshwari, Preethi Jyothi, Ganesh Ramakrishnan
2024	—	`conf`	FAIR: Filtering of Automatically Induced Rules. EACL (1) Divya Jyoti Bajpai, Ayush Maheshwari, Manjesh Kumar Hanawal, Ganesh Ramakrishnan
2024	J	`jnl`	FAIR: Filtering of Automatically Induced Rules. CoRR Divya Jyoti Bajpai, Ayush Maheshwari, Manjesh Kumar Hanawal, Ganesh Ramakrishnan
2024	J	`jnl`	Few shot chain-of-thought driven reasoning to prompt LLMs for open ended medical question answering. CoRR Ojas Gramopadhye, Saeel Sandeep Nachane, Prateek Chanda, Ganesh Ramakrishnan, Kshitij Sharad Jadhav, Yatin Nandwani, Dinesh Raghu, Sachindra Joshi
2024	—	`conf`	Few shot chain-of-thought driven reasoning to prompt LLMs for open-ended medical question answering. EMNLP (Findings) Saeel Sandeep Nachane, Ojas Gramopadhye, Prateek Chanda, Ganesh Ramakrishnan, Kshitij Sharad Jadhav, Yatin Nandwani, Dinesh Raghu, Sachindra Joshi
2024	J	`jnl`	Framework for Co-distillation Driven Federated Learning to Address Class Imbalance in Healthcare. CoRR Suraj Racha, Shubh Gupta, Humaira Firdowse, Aastik Solanki, Ganesh Ramakrishnan, Kshitij S. Jadhav
2024	J	`jnl`	GUIDEQ: Framework for Guided Questioning for progressive informational collection and classification. CoRR Priya Mishra, Suraj Racha, Kaustubh Ponkshe, Adit Akarsh, Ganesh Ramakrishnan
2024	A	`conf`	Gradient Coreset for Federated Learning. WACV Durga Sivasubramanian, Lokesh Nagalapatti, Rishabh K. Iyer, Ganesh Ramakrishnan
2024	J	`jnl`	Gradient Coreset for Federated Learning. CoRR Durga Sivasubramanian, Lokesh Nagalapatti, Rishabh K. Iyer, Ganesh Ramakrishnan
2024	J	`jnl`	INDIC QA BENCHMARK: A Multilingual Benchmark to Evaluate Question Answering capability of LLMs for Indic Languages. CoRR Abhishek Kumar Singh, Rudra Murthy, Vishwajeet Kumar, Jaydeep Sen, Ganesh Ramakrishnan
2024	J	`jnl`	INSITE: labelling medical images using submodular functions and semi-supervised data programming. CoRR Akshat Gautam, Anurag Shandilya, Akshit Srivastava, Venkatapathy Subramanian, Ganesh Ramakrishnan, Kshitij S. Jadhav
2024	—	`conf`	Insite: Labelling Medical Images Using Submodular Functions and Semi-Supervised Data Programming. ISBI Akshat Gautam, Anurag Shandilya, Akshit Srivastava, Venkatapathy Subramanian, Ganesh Ramakrishnan, Kshitij S. Jadhav
2024	J	`jnl`	LexGen: Domain-aware Multilingual Lexicon Generation. CoRR Karthika NJ, Ayush Maheshwari, Atul Kumar Singh, Preethi Jyothi, Ganesh Ramakrishnan, Krishnakant Bhatt
2024	A	`conf`	M2IoU: A Min-Max Distance-based Loss Function for Bounding Box Regression in Medical Imaging. CIKM Anurag Shandilya, Kalash Shah, Bhavik Kanekar, Akshat Gautam, Pavni Tandon, Ganesh Ramakrishnan, Kshitij S. Jadhav
2024	—	`conf`	SMART: Submodular Data Mixture Strategy for Instruction Tuning. ACL (Findings) H. S. V. N. S. Kowndinya Renduchintala, Sumit Bhatia, Ganesh Ramakrishnan
2024	J	`jnl`	SMART: Submodular Data Mixture Strategy for Instruction Tuning. CoRR H. S. V. N. S. Kowndinya Renduchintala, Sumit Bhatia, Ganesh Ramakrishnan
2024	—	`conf`	SPRINT: Script-agnostic Structure Recognition in Tables. ICDAR (5) Dhruv Kudale, Badri Vishal Kasuba, Venkatapathy Subramanian, Parag Chaudhuri, Ganesh Ramakrishnan
2024	—	`conf`	Samayik: A Benchmark and Dataset for English-Sanskrit Translation. LREC/COLING Ayush Maheshwari, Ashim Gupta, Amrith Krishna, Atul Kumar Singh, Ganesh Ramakrishnan, Anil Kumar Gourishetty, Jitin Singla
2024	—	`conf`	Speeding up NAS with Adaptive Subset Selection. AutoML Vishak Prasad C., Colin White, Sibasis Nayak, Paarth Jain, Aziz Shameem, Prateek Garg, Ganesh Ramakrishnan
2024	J	`jnl`	StructFormer: Document Structure-based Masked Attention and its Impact on Language Model Pre-Training. CoRR Kaustubh Ponkshe, Venkatapathy Subramanian, Natwar Modani, Ganesh Ramakrishnan
2024	J	`jnl`	TEXTRON: Weakly Supervised Multilingual Text Detection through Data Programming. CoRR Dhruv Kudale, Badri Vishal Kasuba, Venkatapathy Subramanian, Parag Chaudhuri, Ganesh Ramakrishnan
2024	A	`conf`	Textron: Weakly Supervised Multilingual Text Detection through Data Programming. WACV Dhruv Kudale, Badri Vishal Kasuba, Venkatapathy Subramanian, Parag Chaudhuri, Ganesh Ramakrishnan
2024	A	`conf`	Using Early Readouts to Mediate Featural Bias in Distillation. WACV Rishabh Tiwari, Durga Sivasubramanian, Anmol Reddy Mekala, Ganesh Ramakrishnan, Pradeep Shenoy
2024	J	`jnl`	Why Gradient Subspace? Identifying and Mitigating LoRA's Bottlenecks in Federated Fine-Tuning of Large Language Models. CoRR Navyansh Mahla, Ganesh Ramakrishnan
2023	A*	`conf`	Adaptive Mixing of Auxiliary Losses in Supervised Learning. AAAI Durga Sivasubramanian, Ayush Maheshwari, Prathosh AP, Pradeep Shenoy, Ganesh Ramakrishnan
2023	A	`conf`	Camaraderie: Content-based Knowledge Transfer for Medical Image Labelling using Supervised Autoencoders in a Decentralized Setting. CIKM Advait Padhye, Shreeja Bhakat, Humaira Firdowse, Atharv Savarkar, Ganesh Ramakrishnan, Kshitij S. Jadhav
2023	—	`conf`	DITTO: Data-efficient and Fair Targeted Subset Selection for ASR Accent Adaptation. ACL (1) Suraj Kothawade, Anmol Reddy Mekala, D. Chandra Sekhara Hetha Havya, Mayank Kothyari, Rishabh K. Iyer, Ganesh Ramakrishnan, Preethi Jyothi
2023	B	`conf`	Data Efficient Machine Learning for Educational Content Creation. EDM Ganesh Ramakrishnan, Ayush Maheshwari
2023	A*	`conf`	Discrete Continuous Optimization Framework for Simultaneous Clustering and Training in Mixture Models. ICML Parth Vipul Sangani, Arjun Shashank Kashettiwar, Pritish Chakraborty, Bhuvan Reddy Gangula, Durga Sivasubramanian, Ganesh Ramakrishnan, Rishabh K. Iyer, Abir De
2023	J	`jnl`	EIGEN: Expert-Informed Joint Learning Aggregation for High-Fidelity Information Extraction from Document Images. CoRR Abhishek Singh, Venkatapathy Subramanian, Ayush Maheshwari, Pradeep Narayan, Devi Prasad Shetty, Ganesh Ramakrishnan
2023	—	`conf`	Eigen: Expert-Informed Joint Learning Aggregation for High-Fidelity Information Extraction from Document Images. ML4H@NeurIPS Abhishek Singh, Venkatapathy Subramanian, Ayush Maheshwari, Pradeep Narayan, Devi Prasad Shetty, Ganesh Ramakrishnan
2023	—	`conf`	INGENIOUS: Using Informative Data Subsets for Efficient Pre-Training of Language Models. EMNLP (Findings) H. S. V. N. S. Kowndinya Renduchintala, Krishnateja Killamsetty, Sumit Bhatia, Milan Aggarwal, Ganesh Ramakrishnan, Rishabh K. Iyer, Balaji Krishnamurthy
2023	J	`jnl`	INGENIOUS: Using Informative Data Subsets for Efficient Pre-Training of Large Language Models. CoRR H. S. V. N. S. Kowndinya Renduchintala, Krishnateja Killamsetty, Sumit Bhatia, Milan Aggarwal, Ganesh Ramakrishnan, Rishabh K. Iyer, Balaji Krishnamurthy
2023	A	`conf`	Skew-Robust Human-Object Interactions in Videos. WACV Apoorva Agarwal, Rishabh Dabral, Arjun Jain, Ganesh Ramakrishnan
2023	J	`jnl`	Sāmayik: A Benchmark and Dataset for English-Sanskrit Translation. CoRR Ayush Maheshwari, Ashim Gupta, Amrith Krishna, Ganesh Ramakrishnan, G. Anil Kumar, Jitin Singla
2023	—	`conf`	TACTFUL: A Framework for Targeted Active Learning for Document Analysis. ICDAR (5) Venkatapathy Subramanian, Sagar Poudel, Parag Chaudhuri, Ganesh Ramakrishnan
2023	A*	`conf`	Temporally Aligning Long Audio Interviews with Questions: A Case Study in Multimodal Data Integration. IJCAI Piyush Singh Pasi, Karthikeya Battepati, Preethi Jyothi, Ganesh Ramakrishnan, Tanmay Mahapatra, Manoj Singh
2023	J	`jnl`	Temporally Aligning Long Audio Interviews with Questions: A Case Study in Multimodal Data Integration. CoRR Piyush Singh Pasi, Karthikeya Battepati, Preethi Jyothi, Ganesh Ramakrishnan, Tanmay Mahapatra, Manoj Singh
2023	—	`conf`	UDAAN - Machine Learning based Post-Editing tool for Document Translation. COMAD/CODS Ayush Maheshwari, Ajay Ravindran, Venkatapathy Subramanian, Ganesh Ramakrishnan
2023	J	`jnl`	Using Early Readouts to Mediate Featural Bias in Distillation. CoRR Rishabh Tiwari, Durga Sivasubramanian, Anmol Reddy Mekala, Ganesh Ramakrishnan, Pradeep Shenoy
2023	A*	`conf`	When Do Neural Nets Outperform Boosted Trees on Tabular Data? NeurIPS Duncan C. McElfresh, Sujay Khandagale, Jonathan Valverde, Vishak Prasad C., Ganesh Ramakrishnan, Micah Goldblum, Colin White
2023	J	`jnl`	When Do Neural Nets Outperform Boosted Trees on Tabular Data? CoRR Duncan C. McElfresh, Sujay Khandagale, Jonathan Valverde, Vishak Prasad C., Ganesh Ramakrishnan, Micah Goldblum, Colin White
2022	—	`conf`	A Benchmark and Dataset for Post-OCR text correction in Sanskrit. EMNLP (Findings) Ayush Maheshwari, Nikhil Singh, Amrith Krishna, Ganesh Ramakrishnan
2022	J	`jnl`	A Benchmark and Dataset for Post-OCR text correction in Sanskrit. CoRR Ayush Maheshwari, Nikhil Singh, Amrith Krishna, Ganesh Ramakrishnan
2022	J	`jnl`	ALM-KD: Knowledge Distillation with noisy labels via adaptive loss mixing. CoRR Durga Sivasubramanian, Pradeep Shenoy, Prathosh AP, Ganesh Ramakrishnan
2022	A*	`conf`	AUTOMATA: Gradient Based Data Subset Selection for Compute-Efficient Hyper-parameter Tuning. NeurIPS Krishnateja Killamsetty, Guttu Sai Abhishek, Aakriti, Ganesh Ramakrishnan, Alexandre V. Evfimievski, Lucian Popa, Rishabh K. Iyer
2022	J	`jnl`	AUTOMATA: Gradient Based Data Subset Selection for Compute-Efficient Hyper-parameter Tuning. CoRR Krishnateja Killamsetty, Guttu Sai Abhishek, Aakriti, Alexandre V. Evfimievski, Lucian Popa, Ganesh Ramakrishnan, Rishabh K. Iyer
2022	A	`conf`	Algorithm identification in programming assignments. ICPC Pranshu Chourasia, Ganesh Ramakrishnan, Varsha Apte, Suraj Kumar
2022	J	`jnl`	AutoML for Climate Change: A Call to Action. CoRR Renbo Tu, Nicholas Roberts, Vishak Prasad, Sibasis Nayak, Paarth Jain, Frederic Sala, Ganesh Ramakrishnan, Ameet Talwalkar, Willie Neiswanger, Colin White
2022	J	`jnl`	BASIL: Balanced Active Semi-supervised Learning for Class Imbalanced Datasets. CoRR Suraj Kothawade, Pavan Kumar Reddy, Ganesh Ramakrishnan, Rishabh K. Iyer
2022	—	`conf`	CLINICAL: Targeted Active Learning for Imbalanced Medical Image Classification. MILLanD@MICCAI Suraj Kothawade, Atharv Savarkar, Venkat Iyer, Ganesh Ramakrishnan, Rishabh K. Iyer
2022	J	`jnl`	CLINICAL: Targeted Active Learning for Imbalanced Medical Image Classification. CoRR Suraj Kothawade, Atharv Savarkar, Venkat Iyer, Lakshman Tamil, Ganesh Ramakrishnan, Rishabh K. Iyer
2022	J	`jnl`	Counting in the 2020s: Binned Representations and Inclusive Performance Measures for Deep Crowd Counting Approaches. CoRR Sravya Vardhani Shivapuja, Ashwin Gopinath, Ayush Gupta, Ganesh Ramakrishnan, Ravi Kiran Sarvadevabhatla
2022	—	`conf`	DIAGNOSE: Avoiding Out-of-Distribution Data Using Submodular Information Measures. MILLanD@MICCAI Suraj Kothawade, Akshit Shrivastava, Venkat Iyer, Ganesh Ramakrishnan, Rishabh K. Iyer
2022	J	`jnl`	DIAGNOSE: Avoiding Out-of-distribution Data using Submodular Information Measures. CoRR Suraj Kothawade, Akshit Srivastava, Venkat Iyer, Ganesh Ramakrishnan, Rishabh K. Iyer
2022	J	`jnl`	DICTDIS: Dictionary Constrained Disambiguation for Improved NMT. CoRR Ayush Maheshwari, Piyush Sharma, Preethi Jyothi, Ganesh Ramakrishnan
2022	J	`jnl`	Error Correction in ASR using Sequence-to-Sequence Models. CoRR Samrat Dutta, Shreyansh Jain, Ayush Maheshwari, Ganesh Ramakrishnan, Preethi Jyothi
2022	J	`jnl`	Investigating Modality Bias in Audio Visual Video Parsing. CoRR Piyush Singh Pasi, Shubham Nemani, Preethi Jyothi, Ganesh Ramakrishnan
2022	—	`conf`	Learning to Robustly Aggregate Labeling Functions for Semi-supervised Data Programming. ACL (Findings) Ayush Maheshwari, Krishnateja Killamsetty, Ganesh Ramakrishnan, Rishabh K. Iyer, Marina Danilevsky, Lucian Popa
2022	A	`conf`	Linguistically Informed Post-processing for ASR Error correction in Sanskrit. INTERSPEECH Rishabh Kumar, Devaraja Adiga, Rishav Ranjan, Amrith Krishna, Ganesh Ramakrishnan, Pawan Goyal, Preethi Jyothi
2022	A*	`conf`	PRISM: A Rich Class of Parameterized Submodular Information Measures for Guided Data Subset Selection. AAAI Suraj Kothawade, Vishal Kaushal, Ganesh Ramakrishnan, Jeff A. Bilmes, Rishabh K. Iyer
2022	—	`conf`	Partitioned Gradient Matching-based Data Subset Selection for Compute-Efficient Robust ASR Training. EMNLP (Findings) Ashish R. Mittal, Durga Sivasubramanian, Rishabh K. Iyer, Preethi Jyothi, Ganesh Ramakrishnan
2022	J	`jnl`	Partitioned Gradient Matching-based Data Subset Selection for Compute-Efficient Robust ASR Training. CoRR Ashish R. Mittal, Durga Sivasubramanian, Rishabh K. Iyer, Preethi Jyothi, Ganesh Ramakrishnan
2022	—	`conf`	SPEAR : Semi-supervised Data Programming in Python. EMNLP (Demos) Guttu Sai Abhishek, Harshad Ingole, Parth Laturia, Vineeth Dorna, Ayush Maheshwari, Ganesh Ramakrishnan, Rishabh K. Iyer
2022	J	`jnl`	Speeding up NAS with Adaptive Subset Selection. CoRR Vishak Prasad C., Colin White, Paarth Jain, Sibasis Nayak, Ganesh Ramakrishnan
2022	J	`jnl`	Submodlib: A Submodular Optimization Library. CoRR Vishal Kaushal, Ganesh Ramakrishnan, Rishabh K. Iyer
2022	J	`jnl`	UDAAN - Machine Learning based Post-Editing tool for Document Translation. CoRR Ayush Maheshwari, Ajay Ravindran, Venkatapathy Subramanian, Akshay Jalan, Ganesh Ramakrishnan
2022	A	`conf`	VAgyojaka: An Annotating and Post-Editing Tool for Automatic Speech Recognition. INTERSPEECH Rishabh Kumar, Devaraja Adiga, Mayank Kothyari, Jatin Dalal, Ganesh Ramakrishnan, Preethi Jyothi
2022	B	`conf`	WARM: A Weakly (+Semi) Supervised Math Word Problem Solver. COLING Oishik Chatterjee, Isha Pandey, Aashish Waikar, Vishwajeet Kumar, Ganesh Ramakrishnan
2021	J	`jnl`	A Weakly Supervised Model for Solving Math word Problems. CoRR Oishik Chatterjee, Aashish Waikar, Vishwajeet Kumar, Ganesh Ramakrishnan, Kavi Arya
2021	—	`conf`	Automatic Speech Recognition in Sanskrit: A New Speech Corpus and Modelling Insights. ACL/IJCNLP (Findings) Devaraja Adiga, Rishabh Kumar, Amrith Krishna, Preethi Jyothi, Ganesh Ramakrishnan, Pawan Goyal
2021	J	`jnl`	Automatic Speech Recognition in Sanskrit: A New Speech Corpus and Modelling Insights. CoRR Devaraja Adiga, Rishabh Kumar, Amrith Krishna, Preethi Jyothi, Ganesh Ramakrishnan, Pawan Goyal
2021	—	`conf`	CATALIST: CAmera TrAnsformations for Multi-LIngual Scene Text Recognition. ICDAR Workshops (1) Shivam Sood, Rohit Saluja, Ganesh Ramakrishnan, Parag Chaudhuri
2021	B	`conf`	Cross Lingual Video and Text Retrieval: A New Benchmark Dataset and Algorithm. ICMI Jayaprakash Akula, Abhishek Sharma, Rishabh Dabral, Preethi Jyothi, Ganesh Ramakrishnan
2021	A	`conf`	Cross-Modal Learning for Audio-Visual Video Parsing. Interspeech Jatin Lamba, Abhishek, Jayaprakash Akula, Rishabh Dabral, Preethi Jyothi, Ganesh Ramakrishnan
2021	J	`jnl`	Cross-Modal learning for Audio-Visual Video Parsing. CoRR Jatin Lamba, Abhishek Sharma, Jayaprakash Akula, Rishabh Dabral, Preethi Jyothi, Ganesh Ramakrishnan
2021	J	`jnl`	Effective Evaluation of Deep Active Learning on Image Classification Tasks. CoRR Nathan Beck, Durga Sivasubramanian, Apurva Dani, Ganesh Ramakrishnan, Rishabh K. Iyer
2021	A	`conf`	Exploration of Spatial and Temporal Modeling Alternatives for HOI. WACV Rishabh Dabral, Srijon Sarkar, Sai Praneeth Reddy, Ganesh Ramakrishnan
2021	A*	`conf`	GLISTER: Generalization based Data Subset Selection for Efficient and Robust Learning. AAAI Krishnateja Killamsetty, Durga Sivasubramanian, Ganesh Ramakrishnan, Rishabh K. Iyer
2021	J	`jnl`	GRAD-MATCH: A Gradient Matching Based Data Subset Selection for Efficient Learning. CoRR Krishnateja Killamsetty, Durga Sivasubramanian, Baharan Mirzasoleiman, Ganesh Ramakrishnan, Abir De, Rishabh K. Iyer
2021	A*	`conf`	GRAD-MATCH: Gradient Matching based Data Subset Selection for Efficient Deep Model Training. ICML Krishnateja Killamsetty, Durga Sivasubramanian, Ganesh Ramakrishnan, Abir De, Rishabh K. Iyer
2021	J	`jnl`	How Good is a Video Summary? A New Benchmarking Dataset and Evaluation Framework Towards Realistic Video Summarization. CoRR Vishal Kaushal, Suraj Kothawade, Anshul Tomar, Rishabh K. Iyer, Ganesh Ramakrishnan
2021	A	`conf`	Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification. EACL Soumya Chatterjee, Ayush Maheshwari, Ganesh Ramakrishnan, Saketha Nath Jagarlapudi
2021	J	`jnl`	Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification. CoRR Soumya Chatterjee, Ayush Maheshwari, Ganesh Ramakrishnan, Saketha Nath Jagarlapudi
2021	J	`jnl`	Learning to Robustly Aggregate Labeling Functions for Semi-supervised Data Programming. CoRR Ayush Maheshwari, Krishnateja Killamsetty, Ganesh Ramakrishnan, Rishabh K. Iyer, Marina Danilevsky, Lucian Popa
2021	A	`conf`	Meta-Learning for Effective Multi-task and Multilingual Modelling. EACL Ishan Tarunesh, Sushil Khyalia, Vishwajeet Kumar, Ganesh Ramakrishnan, Preethi Jyothi
2021	J	`jnl`	Meta-Learning for Effective Multi-task and Multilingual Modelling. CoRR Ishan Tarunesh, Sushil Khyalia, Vishwajeet Kumar, Ganesh Ramakrishnan, Preethi Jyothi
2021	J	`jnl`	PRISM: A Unified Framework of Parameterized Submodular Information Measures for Targeted Data Subset Selection and Summarization. CoRR Vishal Kaushal, Suraj Kothawade, Ganesh Ramakrishnan, Jeff A. Bilmes, Rishabh K. Iyer
2021	J	`jnl`	Personalizing ASR with limited data using targeted subset selection. CoRR Mayank Kothyari, Anmol Reddy Mekala, Rishabh K. Iyer, Ganesh Ramakrishnan, Preethi Jyothi
2021	J	`jnl`	Rudder: A Cross Lingual Video and Text Retrieval Dataset. CoRR Jayaprakash Akula, Abhishek Sharma, Rishabh Dabral, Ganesh Ramakrishnan, Preethi Jyothi
2021	—	`conf`	Rule Augmented Unsupervised Constituency Parsing. ACL/IJCNLP (Findings) Atul Sahay, Anshul Nasery, Ayush Maheshwari, Ganesh Ramakrishnan, Rishabh K. Iyer
2021	J	`jnl`	Rule Augmented Unsupervised Constituency Parsing. CoRR Atul Sahay, Anshul Nasery, Ayush Maheshwari, Ganesh Ramakrishnan, Rishabh K. Iyer
2021	J	`jnl`	SPEAR : Semi-supervised Data Programming in Python. CoRR Guttu Sai Abhishek, Harshad Ingole, Parth Laturia, Vineeth Dorna, Ayush Maheshwari, Ganesh Ramakrishnan, Rishabh K. Iyer
2021	A*	`conf`	Select, Substitute, Search: A New Benchmark for Knowledge-Augmented Visual Question Answering. SIGIR Aman Jain, Mayank Kothyari, Vishwajeet Kumar, Preethi Jyothi, Ganesh Ramakrishnan, Soumen Chakrabarti
2021	J	`jnl`	Select, Substitute, Search: A New Benchmark for Knowledge-Augmented Visual Question Answering. CoRR Aman Jain, Mayank Kothyari, Vishwajeet Kumar, Preethi Jyothi, Ganesh Ramakrishnan, Soumen Chakrabarti
2021	—	`conf`	Semi-Supervised Data Programming with Subset Selection. ACL/IJCNLP (Findings) Ayush Maheshwari, Oishik Chatterjee, Krishnateja Killamsetty, Ganesh Ramakrishnan, Rishabh K. Iyer
2021	J	`jnl`	Submodular Mutual Information for Targeted Data Subset Selection. CoRR Suraj Kothawade, Vishal Kaushal, Ganesh Ramakrishnan, Jeff A. Bilmes, Rishabh K. Iyer
2021	A*	`conf`	Training Data Subset Selection for Regression with Controlled Generalization Error. ICML Durga Sivasubramanian, Rishabh K. Iyer, Ganesh Ramakrishnan, Abir De
2021	J	`jnl`	Training Data Subset Selection for Regression with Controlled Generalization Error. CoRR Durga Sivasubramanian, Rishabh K. Iyer, Ganesh Ramakrishnan, Abir De
2021	—	`ed.`	Trends and Applications in Knowledge Discovery and Data Mining - PAKDD 2021 Workshops, WSPA, MLMEIN, SDPRA, DARAI, and AI4EPT, Delhi, India, May 11, 2021 Proceedings PAKDD (Workshops) Manish Gupta, Ganesh Ramakrishnan
2021	B	`conf`	Unsupervised Learning of Explainable Parse Trees for Improved Generalisation. IJCNN Atul Sahay, Ayush Maheshwari, Ritesh Kumar, Ganesh Ramakrishnan, Manjesh Kumar Hanawal, Kavi Arya
2021	J	`jnl`	Unsupervised Learning of Explainable Parse Trees for Improved Generalisation. CoRR Atul Sahay, Ayush Maheshwari, Ritesh Kumar, Ganesh Ramakrishnan, Manjesh Kumar Hanawal, Kavi Arya
2021	A*	`conf`	Wisdom of (Binned) Crowds: A Bayesian Stratification Paradigm for Crowd Counting. ACM Multimedia Sravya Vardhani Shivapuja, Mansi Pradeep Khamkar, Divij Bajaj, Ganesh Ramakrishnan, Ravi Kiran Sarvadevabhatla
2021	J	`jnl`	Wisdom of (Binned) Crowds: A Bayesian Stratification Paradigm for Crowd Counting. CoRR Sravya Vardhani Shivapuja, Mansi Pradeep Khamkar, Divij Bajaj, Ganesh Ramakrishnan, Ravi Kiran Sarvadevabhatla
2020	J	`jnl`	A Unified Framework for Generic, Query-Focused, Privacy Preserving and Update Summarization using Submodular Information Measures. CoRR Vishal Kaushal, Suraj Kothawade, Ganesh Ramakrishnan, Jeff A. Bilmes, Himanshu Asnani, Rishabh K. Iyer
2020	A	`conf`	Caption Alignment for Low Resource Audio-Visual Data. INTERSPEECH Vighnesh Reddy Konda, Mayur Warialani, Rakesh Prasanth Achari, Varad Bhatnagar, Jayaprakash Akula, Preethi Jyothi, Ganesh Ramakrishnan, Gholamreza Haffari, Pankaj Singh
2020	J	`jnl`	Data Programming using Semi-Supervision and Subset Selection. CoRR Ayush Maheshwari, Oishik Chatterjee, Krishnateja Killamsetty, Rishabh K. Iyer, Ganesh Ramakrishnan
2020	J	`jnl`	GLISTER: Generalization based Data Subset Selection for Efficient and Robust Learning. CoRR Krishnateja Killamsetty, Durga Sivasubramanian, Ganesh Ramakrishnan, Rishabh K. Iyer
2020	A*	`conf`	LIGHTEN: Learning Interactions with Graph and Hierarchical TEmporal Networks for HOI in videos. ACM Multimedia Sai Praneeth Reddy Sunkesula, Rishabh Dabral, Ganesh Ramakrishnan
2020	J	`jnl`	LIGHTEN: Learning Interactions with Graph and Hierarchical TEmporal Networks for HOI in videos. CoRR Sai Praneeth Reddy Sunkesula, Rishabh Dabral, Ganesh Ramakrishnan
2020	—	`conf`	Realistic Video Summarization through VISIOCITY: A New Benchmark and Evaluation Framework. AI4TV@MM Vishal Kaushal, Suraj Kothawade, Rishabh K. Iyer, Ganesh Ramakrishnan
2020	J	`jnl`	Realistic Video Summarization through VISIOCITY: A New Benchmark and Evaluation Framework. CoRR Vishal Kaushal, Suraj Kothawade, Rishabh K. Iyer, Ganesh Ramakrishnan
2020	A*	`conf`	Robust Data Programming with Precision-guided Labeling Functions. AAAI Oishik Chatterjee, Ganesh Ramakrishnan, Sunita Sarawagi
2020	—	`conf`	Vocabulary Matters: A Simple yet Effective Approach to Paragraph-level Question Generation. AACL/IJCNLP Vishwajeet Kumar, Manish Joshi, Ganesh Ramakrishnan, Yuan-Fang Li
2020	—	`conf`	Watch Hours in Minutes: Summarizing Videos with User Intent. ECCV Workshops (5) Saiteja Nalla, Mohit Agrawal, Vishal Kaushal, Ganesh Ramakrishnan, Rishabh K. Iyer
2019	A	`conf`	A Framework Towards Domain Specific Video Summarization. WACV Vishal Kaushal, Sandeep Subramanian, Suraj Kothawade, Rishabh K. Iyer, Ganesh Ramakrishnan
2019	—	`conf`	A Tale of Two Modalities for Video Captioning. ICCV Workshops Pankaj Joshi, Chitwan Saharia, Vishwajeet Singh, Digvijaysingh Gautam, Ganesh Ramakrishnan, Preethi Jyothi
2019	—	`conf`	Anomaly Detection in Surveillance Videos. COMAD/CODS Sukalyan Bhakat, Ganesh Ramakrishnan
2019	—	`conf`	Cross-Lingual Training for Automatic Question Generation. ACL (1) Vishwajeet Kumar, Nitish Joshi, Arijit Mukherjee, Ganesh Ramakrishnan, Preethi Jyothi
2019	J	`jnl`	Cross-Lingual Training for Automatic Question Generation. CoRR Vishwajeet Kumar, Nitish Joshi, Arijit Mukherjee, Ganesh Ramakrishnan, Preethi Jyothi
2019	J	`jnl`	Data Programming using Continuous and Quality-Guided Labeling Functions. CoRR Oishik Chatterjee, Ganesh Ramakrishnan, Sunita Sarawagi
2019	A	`conf`	Demystifying Multi-Faceted Video Summarization: Tradeoff Between Diversity, Representation, Coverage and Importance. WACV Vishal Kaushal, Rishabh K. Iyer, Khoshrav Doctor, Anurag Sahoo, Pratik Dubal, Suraj Kothawade, Rohan Mahadev, Kunal Dargan, Ganesh Ramakrishnan
2019	J	`jnl`	Demystifying Multi-Faceted Video Summarization: Tradeoff Between Diversity, Representation, Coverage and Importance. CoRR Vishal Kaushal, Rishabh K. Iyer, Khoshrav Doctor, Anurag Sahoo, Pratik Dubal, Suraj Kothawade, Rohan Mahadev, Kunal Dargan, Ganesh Ramakrishnan
2019	—	`conf`	Difficulty-Controllable Multi-hop Question Generation from Knowledge Graphs. ISWC (1) Vishwajeet Kumar, Yuncheng Hua, Ganesh Ramakrishnan, Guilin Qi, Lianli Gao, Yuan-Fang Li
2019	A	`conf`	Learning From Less Data: A Unified Data Subset Selection and Active Learning Framework for Computer Vision. WACV Vishal Kaushal, Rishabh K. Iyer, Suraj Kothawade, Rohan Mahadev, Khoshrav Doctor, Ganesh Ramakrishnan
2019	J	`jnl`	Learning From Less Data: A Unified Data Subset Selection and Active Learning Framework for Computer Vision. CoRR Vishal Kaushal, Rishabh K. Iyer, Suraj Kothawade, Rohan Mahadev, Khoshrav Doctor, Ganesh Ramakrishnan
2019	—	`conf`	Multi-Person 3D Human Pose Estimation from Monocular Images. 3DV Rishabh Dabral, Nitesh B. Gundavarapu, Rahul Mitra, Abhishek Sharma, Ganesh Ramakrishnan, Arjun Jain
2019	J	`jnl`	Multi-Person 3D Human Pose Estimation from Monocular Images. CoRR Rishabh Dabral, Nitesh B. Gundavarapu, Rahul Mitra, Abhishek Sharma, Ganesh Ramakrishnan, Arjun Jain
2019	J	`jnl`	Neural architecture for question answering using a knowledge graph and web corpus. Inf. Retr. J. Uma Sawant, Saurabh Garg, Soumen Chakrabarti, Ganesh Ramakrishnan
2019	A	`conf`	OCR On-the-Go: Robust End-to-End Systems for Reading License Plates & Street Signs. ICDAR Rohit Saluja, Ayush Maheshwari, Ganesh Ramakrishnan, Parag Chaudhuri, Mark J. Carman
2019	—	`conf`	ParaQG: A System for Generating Questions and Answers from Paragraphs. EMNLP/IJCNLP (3) Vishwajeet Kumar, Sivaanandh Muneeswaran, Ganesh Ramakrishnan, Yuan-Fang Li
2019	J	`jnl`	ParaQG: A System for Generating Questions and Answers from Paragraphs. CoRR Vishwajeet Kumar, Sivaanandh Muneeswaran, Ganesh Ramakrishnan, Yuan-Fang Li
2019	B	`conf`	Putting the Horse before the Cart: A Generator-Evaluator Framework for Question Generation from Text. CoNLL Vishwajeet Kumar, Ganesh Ramakrishnan, Yuan-Fang Li
2019	J	`jnl`	Question Generation from Paragraphs: A Tale of Two Hierarchical Models. CoRR Vishwajeet Kumar, Raktim Chaki, Sai Teja Talluri, Ganesh Ramakrishnan, Yuan-Fang Li, Gholamreza Haffari
2019	Misc	`conf`	Representation Learning on Graphs by Integrating Content and Structure Information. COMSNETS Ayush Maheshwari, Ayush Goyal, Amit Kumar, Manjesh Kumar Hanawal, Ganesh Ramakrishnan
2019	—	`conf`	StreetOCRCorrect: An Interactive Framework for OCR Corrections in Chaotic Indian Street Videos. OST@ICDAR Pankaj Singh, Bhavya Patwa, Rohit Saluja, Ganesh Ramakrishnan, Parag Chaudhuri
2019	A	`conf`	Sub-Word Embeddings for OCR Corrections in Highly Fusional Indic Languages. ICDAR Rohit Saluja, Mayur Punjabi, Mark J. Carman, Ganesh Ramakrishnan, Parag Chaudhuri
2019	J	`jnl`	Tale of tails using rule augmented sequence labeling for event extraction. CoRR Hrishikesh Patel, Nandan Rathod, Ayush Maheshwari, Ritesh Kumar, Ganesh Ramakrishnan, Pushpak Bhattacharyya
2018	J	`jnl`	"Open-domain question answering using a knowledge graph and web corpus" by Uma Sawant, Soumen Chakrabarti and Ganesh Ramakrishnan with Martin Vesely as coordinator. SIGWEB Newsl. Uma Sawant, Soumen Chakrabarti, Ganesh Ramakrishnan
2018	J	`jnl`	A Framework towards Domain Specific Video Summarization. CoRR Vishal Kaushal, Rishabh K. Iyer, Suraj Kothawade, Sandeep Subramanian, Ganesh Ramakrishnan
2018	J	`jnl`	A framework for automatic question generation from text using deep reinforcement learning. CoRR Vishwajeet Kumar, Ganesh Ramakrishnan, Yuan-Fang Li
2018	A*	`conf`	An Interactive Multi-Label Consensus Labeling Model for Multiple Labeler Judgments. AAAI Ashish Kulkarni, Narasimha Raju Uppalapati, Pankaj Singh, Ganesh Ramakrishnan
2018	—	`conf`	Automating Reading Comprehension by Generating Question and Answer Pairs. PAKDD (3) Vishwajeet Kumar, Kireeti Boorla, Yogesh Kumar Meena, Ganesh Ramakrishnan, Yuan-Fang Li
2018	J	`jnl`	Automating Reading Comprehension by Generating Question and Answer Pairs. CoRR Vishwajeet Kumar, Kireeti Boorla, Yogesh Kumar Meena, Ganesh Ramakrishnan, Yuan-Fang Li
2018	—	`conf`	Entity Resolution and Location Disambiguation in the Ancient Hindu Temples Domain using Web Data. NAACL-HLT (Demonstrations) Ayush Maheshwari, Vishwajeet Kumar, Ganesh Ramakrishnan, J. Saketha Nath
2018	J	`jnl`	Learning From Less Data: Diversified Subset Selection and Active Learning in Image Classification Tasks. CoRR Vishal Kaushal, Anurag Sahoo, Khoshrav Doctor, Narasimha Raju Uppalapati, Suyash Shetty, Pankaj Singh, Rishabh K. Iyer, Ganesh Ramakrishnan
2018	A*	`conf`	Synthesis of Programs from Multimodal Datasets. AAAI Shantanu Thakoor, Simoni Shah, Ganesh Ramakrishnan, Amitabha Sanyal
2018	A	`conf`	Time Aggregation Operators for Multi-label Audio Event Detection. INTERSPEECH Pankaj Joshi, Digvijaysingh Gautam, Ganesh Ramakrishnan, Preethi Jyothi
2017	—	`conf`	A Framework for Document Specific Error Detection and Corrections in Indic OCR. OST@ICDAR Rohit Saluja, Devaraj Adiga, Ganesh Ramakrishnan, Parag Chaudhuri, Mark James Carman
2017	J	`jnl`	A Unified Multi-Faceted Video Summarization System. CoRR Anurag Sahoo, Vishal Kaushal, Khoshrav Doctor, Suyash Shetty, Rishabh K. Iyer, Ganesh Ramakrishnan
2017	A	`conf`	Error Detection and Corrections in Indic OCR Using LSTMs. ICDAR Rohit Saluja, Devaraj Adiga, Parag Chaudhuri, Ganesh Ramakrishnan, Mark James Carman
2017	J	`jnl`	Learning Discriminative Relational Features for Sequence Labeling. CoRR Naveen Nair, Ajay Nagesh, Ganesh Ramakrishnan
2017	J	`jnl`	More Accurate Entity Ranking Using Knowledge Graph and Web Corpus. CoRR Uma Sawant, Soumen Chakrabarti, Ganesh Ramakrishnan
2017	A*	`conf`	Scalable Optimization of Multivariate Performance Measures in Multi-instance Multi-label Learning. AAAI Apoorv Aggarwal, Sandip Ghoshal, Ankith M. S. Shetty, Suhit Sinha, Ganesh Ramakrishnan, Purushottam Kar, Prateek Jain
2016	A	`conf`	A Framework for Task-specific Short Document Expansion. CIKM Ramakrishna B. Bairi, Raghavendra Udupa, Ganesh Ramakrishnan
2016	A	`conf`	Beyond Clustering: Sub-DAG Discovery for Categorising Documents. CIKM Ramakrishna B. Bairi, Mark James Carman, Ganesh Ramakrishnan
2016	—	`conf`	Building Compact Lexicons for Cross-Domain SMT by Mining Near-Optimal Pattern Sets. PAKDD (1) Pankaj Singh, Ashish Kulkarni, Himanshu Ojha, Vishwajeet Kumar, Ganesh Ramakrishnan
2016	—	`conf`	Explicit Query Interpretation and Diversification for Context-Driven Concept Search Across Ontologies. ISWC (1) Chetana Gavankar, Yuan-Fang Li, Ganesh Ramakrishnan
2016	A*	`conf`	Interactive Martingale Boosting. IJCAI Ashish Kulkarni, Pushpak Burange, Ganesh Ramakrishnan
2016	—	`conf`	Learning to Collectively Link Entities. CODS Ashish Kulkarni, Kanika Agarwal, Pararth Shah, Sunny Raj Rathod, Ganesh Ramakrishnan
2016	A*	`conf`	Numerical Relation Extraction with Minimal Supervision. AAAI Aman Madaan, Ashish R. Mittal, Mausam, Ganesh Ramakrishnan, Sunita Sarawagi
2016	J	`jnl`	Query Expansion in Resource-Scarce Languages: A Multilingual Framework Utilizing Document Structure. ACM Trans. Asian Low Resour. Lang. Inf. Process. Arjun Atreya V, Ashish Kankaria, Pushpak Bhattacharyya, Ganesh Ramakrishnan
2015	B	`conf`	A Machine Assisted Human Translation System for Technical Documents. K-CAP Vishwajeet Kumar, Ashish Kulkarni, Pankaj Singh, Ganesh Ramakrishnan, Ganesh Arnaal
2015	—	`conf`	An Approach to Collective Entity Linking. ICON Ashish Kulkarni, Kanika Agarwal, Pararth Shah, Sunny Raj Rathod, Ganesh Ramakrishnan
2015	—	`conf`	Categorising videos using a personalised category catalogue. CODS Ramakrishna B. Bairi, Ankit Vani, Pooja Ahuja, Ganesh Ramakrishnan
2015	B	`conf`	Context-driven Concept Search across Web Ontologies using Keyword Queries. K-CAP Chetana Gavankar, Yuan-Fang Li, Ganesh Ramakrishnan
2015	J	`jnl`	Generalized hierarchical kernel learning. J. Mach. Learn. Res. Pratik Jawanpuria, Jagarlapudi Saketha Nath, Ganesh Ramakrishnan
2015	—	`conf`	Optimizing Multivariate Performance Measures for Learning Relation Extraction Models. HLT-NAACL Gholamreza Haffari, Ajay Nagesh, Ganesh Ramakrishnan
2015	—	`conf`	Summarization of Multi-Document Topic Hierarchies using Submodular Mixtures. ACL (1) Ramakrishna Bairi, Rishabh K. Iyer, Ganesh Ramakrishnan, Jeff A. Bilmes
2015	—	`conf`	Thinking, Pairing, and Sharing to Improve Learning and Engagement in a Data Structures and Algorithms (DSA) Class. LaTiCE Patil Deepti Reddy, Shitanshu Mishra, Ganesh Ramakrishnan, Sahana Murthy
2014	B	`conf`	Efficient Reuse of Structured and Unstructured Resources for Ontology Population. LREC Chetana Gavankar, Ashish Kulkarni, Ganesh Ramakrishnan
2014	—	`conf`	Labeling Documents in Search Collection: Evolving Classifiers on a Semantically Relevant Label Space. SMIR@SIGIR Ramakrishna Bairi, Ganesh Ramakrishnan
2014	A*	`conf`	Noisy Or-based model for Relation Extraction using Distant Supervision. EMNLP Ajay Nagesh, Gholamreza Haffari, Ganesh Ramakrishnan
2014	C	`conf`	Personalized classifiers: evolving a classifier from a large reference knowledge graph. IDEAS Ramakrishna B. Bairi, Ganesh Ramakrishnan, Vikas Sindhwani
2014	—	`conf`	System for collective entity disambiguation. ERD@SIGIR Ashish Kulkarni, Kanika Agarwal, Pararth Shah, Sunny Raj Rathod, Ganesh Ramakrishnan
2013	J	`jnl`	Approximate Controllability of Fractional Integrodifferential Evolution Equations. J. Appl. Math. Ganesh Ramakrishnan, Rathinasamy Sakthivel, Nazim I. Mahmudov, Selvaraj Marshal Anthoni
2013	J	`jnl`	Approximate controllability of fractional nonlinear differential inclusions. Appl. Math. Comput. Rathinasamy Sakthivel, Ganesh Ramakrishnan, Selvaraj Marshal Anthoni
2013	J	`jnl`	Approximate controllability of nonlinear fractional dynamical systems. Commun. Nonlinear Sci. Numer. Simul. R. Sakthivel, Ganesh Ramakrishnan, Yong Ren, Selvaraj Marshal Anthoni
2013	—	`conf`	Comparison between Explicit Learning and Implicit Modeling of Relational Features in Structured Output Spaces. ILP (Late Breaking Papers) Ajay Nagesh, Naveen Nair, Ganesh Ramakrishnan
2013	J	`jnl`	Data-based research at IIT Bombay. SIGMOD Rec. Soumen Chakrabarti, Ganesh Ramakrishnan, Krithi Ramamritham, Sunita Sarawagi, S. Sudarshan
2013	—	`conf`	Enriching Concept Search across Semantic Web Ontologies. ISWC (Posters & Demos) Chetana Gavankar, Vishwajeet Kumar, Yuan-Fang Li, Ganesh Ramakrishnan
2013	B	`conf`	Learning to Generate Diversified Query Interpretations using Biconvex Optimization. IJCNLP Ramakrishna Bairi, Ambha A, Ganesh Ramakrishnan
2013	Misc	`conf`	Optimally Extracting Discriminative Disjunctive Features for Dimensionality Reduction. COMAD Amrita Saha, Naveen Nair, Ganesh Ramakrishnan
2013	—	`conf`	Rel-Div: Generating Diversified Query Interpretations from Semantic Relations. PReMI Ramakrishna Bairi, A. Ambha, Ganesh Ramakrishnan
2013	—	`conf`	SATTY : Word Sense Induction Application in Web Search Clustering. SemEval@NAACL-HLT Satyabrata Behera, Upasana Gaikwad, Ramakrishna Bairi, Ganesh Ramakrishnan
2013	B	`conf`	Semi-automatic Dictionary Curation for Domain-Specific Ontologies. ICTAI Ashish Kulkarni, Chetana Gavankar, Ganesh Ramakrishnan, Sriram Raghavan
2013	B	`conf`	Structure Cognizant Pseudo Relevance Feedback. IJCNLP Arjun Atreya V, Yogesh Kakde, Pushpak Bhattacharyya, Ganesh Ramakrishnan
2012	—	`conf`	Building Multilingual Search Index using open source framework. WSSANLP@COLING Arjun Atreya V, Swapnil Chaudhari, Pushpak Bhattacharyya, Ganesh Ramakrishnan
2012	A*	`conf`	Compressed data structures for annotated web search. WWW Soumen Chakrabarti, Sasidhar Kasturi, Bharath Balakrishnan, Ganesh Ramakrishnan, Rohit Saraf
2012	—	`conf`	Error tracking in search engine development. WSSANLP@COLING Swapnil Chaudhari, Arjun Atreya V, Pushpak Bhattacharyya, Ganesh Ramakrishnan
2012	B	`conf`	Probing the Space of Optimal Markov Logic Networks for Sequence Labeling. ILP Naveen Nair, Ajay Nagesh, Ganesh Ramakrishnan
2012	A*	`conf`	Rule Ensemble Learning Using Hierarchical Kernels in Structured Output Spaces. AAAI Naveen Nair, Amrita Saha, Ganesh Ramakrishnan, Shonali Krishnaswamy
2012	—	`conf`	Towards Efficient Named-Entity Rule Induction for Customizability. EMNLP-CoNLL Ajay Nagesh, Ganesh Ramakrishnan, Laura Chiticariu, Rajasekar Krishnamurthy, Ankush Dharkar, Pushpak Bhattacharyya
2012	J	`jnl`	Using Sequential Unconstrained Minimization Techniques to simplify SVM solvers. Neurocomputing Sachindra Joshi, Jayadeva, Ganesh Ramakrishnan, Suresh Chandra
2012	B	`conf`	What Kinds of Relational Features Are Useful for Statistical Learning? ILP Amrita Saha, Ashwin Srinivasan, Ganesh Ramakrishnan
2011	A	`conf`	Discovering customer intent in real-time for streamlining service desk conversations. CIKM Ullas Nambiar, Tanveer A. Faruquie, L. Venkata Subramaniam, Sumit Negi, Ganesh Ramakrishnan
2011	A*	`conf`	Efficient Rule Ensemble Learning using Hierarchical Kernels. ICML Pratik Jawanpuria, Jagarlapudi Saketha Nath, Ganesh Ramakrishnan
2011	B	`conf`	Enhancing Activity Recognition in Smart Homes Using Feature Induction. DaWaK Naveen Nair, Ganesh Ramakrishnan, Shonali Krishnaswamy
2011	J	`jnl`	Parameter Screening and Optimisation for ILP using Designed Experiments. J. Mach. Learn. Res. Ashwin Srinivasan, Ganesh Ramakrishnan
2011	—	`conf`	Web-scale entity-relation search architecture. WWW (Companion Volume) Soumen Chakrabarti, Devshree Sane, Ganesh Ramakrishnan
2010	B	`conf`	BET : An Inductive Logic Programming Workbench. ILP Srihari Kalgi, Chirag Gosar, Prasad Gawde, Ganesh Ramakrishnan, Kekin Gada, Chander Iyer, T. V. S. Kiran, Ashwin Srinivasan
2010	B	`conf`	Pruning Search Space for Weighted First Order Horn Clause Satisfiability. ILP Naveen Nair, Anandraj Govindan, Chander Jayaraman, T. V. S. Kiran, Ganesh Ramakrishnan
2009	J	`jnl`	An investigation into feature construction to assist word sense disambiguation. Mach. Learn. Lucia Specia, Ashwin Srinivasan, Sachindra Joshi, Ganesh Ramakrishnan, Maria das Graças Volpe Nunes
2009	A*	`conf`	Collective annotation of Wikipedia entities in web text. KDD Sayali Kulkarni, Amit Singh, Ganesh Ramakrishnan, Soumen Chakrabarti
2009	B	`conf`	Incorporating Linguistic Expertise Using ILP for Named Entity Recognition in Data Hungry Indian Languages. ILP Anup Patel, Ganesh Ramakrishnan, Pushpak Bhattacharyya
2009	A*	`conf`	Learning to rank for quantity consensus queries. SIGIR Somnath Banerjee, Soumen Chakrabarti, Ganesh Ramakrishnan
2009	B	`conf`	Parameter Screening and Optimisation for ILP Using Designed Experiments. ILP Ashwin Srinivasan, Ganesh Ramakrishnan
2008	B	`conf`	Feature Construction Using Theory-Guided Sampling and Randomised Search. ILP Sachindra Joshi, Ganesh Ramakrishnan, Ashwin Srinivasan
2008	A	`conf`	Identification of class specific discourse patterns. CIKM Anup Chalamalla, Sumit Negi, L. Venkata Subramaniam, Ganesh Ramakrishnan
2008	B	`conf`	Learning Decision Lists with Known Rules for Text Mining. IJCNLP Venkatesan Chakravarthy, Sachindra Joshi, Ganesh Ramakrishnan, Shantanu Godbole, Sreeram Balakrishnan
2008	—	`conf`	Optimization issues in inverted index-based entity annotation. Infoscale Ganesh Ramakrishnan, Sachindra Joshi, Sanjeet Khaitan, Sreeram Balakrishnan
2008	A*	`conf`	RAD: A Scalable Framework for Annotator Development. ICDE Sanjeet Khaitan, Ganesh Ramakrishnan, Sachindra Joshi, Anup Chalamalla
2007	—	`conf`	Toward interactive learning by concept ordering. Hypertext Shantanu Godbole, Sachindra Joshi, Sameep Mehta, Ganesh Ramakrishnan
2007	—	`conf`	USP-IBM-1 and USP-IBM-2: The ILP-based Systems for Lexical Sample WSD in SemEval-2007. SemEval@ACL Lucia Specia, Maria das Graças Volpe Nunes, Ashwin Srinivasan, Ganesh Ramakrishnan
2007	B	`conf`	Using ILP to Construct Features for Information Extraction from Semi-structured Text. ILP Ganesh Ramakrishnan, Sachindra Joshi, Sreeram Balakrishnan, Ashwin Srinivasan
2006	A*	`conf`	Automatic Sales Lead Generation from Web Data. ICDE Ganesh Ramakrishnan, Sachindra Joshi, Sumit Negi, Raghu Krishnapuram, Sreeram Balakrishnan
2006	A*	`conf`	Entity Annotation based on Inverse Index Operations. EMNLP Ganesh Ramakrishnan, Sreeram Balakrishnan, Sachindra Joshi
2006	B	`conf`	Word Sense Disambiguation Using Inductive Logic Programming. ILP Lucia Specia, Ashwin Srinivasan, Ganesh Ramakrishnan, Maria das Graças Volpe Nunes
2005	A*	`conf`	A model for handling approximate, noisy or incomplete labeling in text classification. ICML Ganesh Ramakrishnan, Krishna Prasad Chitrapura, Raghu Krishnapuram, Pushpak Bhattacharyya
2005	A	`conf`	A structure-sensitive framework for text categorization. CIKM Ganesh Ramakrishnan, Deepa Paranjpe, Byron Dom
2005	A*	`conf`	Text Classification with Evolving Label-Sets. ICDM Shantanu Godbole, Ganesh Ramakrishnan, Sunita Sarawagi
2005	—	`conf`	VisualRDR: A general framework for creating, maintaining and learning of ripple down rules for Information Extraction. COMAD (b) Delip Rao, Sachindra Joshi, Sreeram Balakrishnan, Ganesh Ramakrishnan
2004	—	`conf`	A gloss-centered algorithm for disambiguation. SENSEVAL@ACL Ganesh Ramakrishnan, B. Prithviraj, Pushpak Bhattacharya
2004	B	`conf`	Generic Text Summarization Using WordNet. LREC Kedar Bellare, Anish Das Sarma, Atish Das Sarma, Navneet Loiwal, Vaibhav Mehta, Ganesh Ramakrishnan, Pushpak Bhattacharyya
2004	A*	`conf`	Is question answering an acquired skill? WWW Ganesh Ramakrishnan, Soumen Chakrabarti, Deepa Paranjpe, Pushpak Bhattacharyya
2003	—	`conf`	Generic Text Summarization Using Wordnet for Novelty and Hard. TREC Ganesh Ramakrishnan, Kedar Bellare, Chirag Shah, Deepa Paranjpe
2003	—	`conf`	Passage Scoring for Question Answering via Bayesian Inference on Lexical Relations. TREC Deepa Paranjpe, Ganesh Ramakrishnan, Sumana Srinivasan
2003	J	`jnl`	Text Representation with WordNet Synsets Using Soft Sense Disambiguation. Ingénierie des Systèmes d Inf. Ganesh Ramakrishnan, Pushpak Bhattacharyya
2003	C	`conf`	Text Representation with WordNet Synsets using Soft Sense Disambiguation. NLDB Ganesh Ramakrishnan, Pushpak Bhattacharyya
1994	—	`conf`	Distributed Computing, Automatic Design, and Error Recovery in the ULYSSES II Framework. EDAC-ETC-EUROASIC Sandip Parikh, Michael L. Bushnell, James Sienicki, Ganesh Ramakrishnan