Ganesh Ramakrishnan
Orcid: 0000-0003-4533-2490Affiliations:
- Indian Institute of Technology, Bombay, India
According to our database1,
Ganesh Ramakrishnan
authored at least 184 papers
between 1994 and 2024.
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Bibliography
2024
Few shot chain-of-thought driven reasoning to prompt LLMs for open ended medical question answering.
CoRR, 2024
INSITE: labelling medical images using submodular functions and semi-supervised data programming.
CoRR, 2024
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
2023
INGENIOUS: Using Informative Data Subsets for Efficient Pre-Training of Large Language Models.
CoRR, 2023
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Eigen: Expert-Informed Joint Learning Aggregation for High-Fidelity Information Extraction from Document Images.
Proceedings of the Machine Learning for Health, 2023
Temporally Aligning Long Audio Interviews with Questions: A Case Study in Multimodal Data Integration.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
Discrete Continuous Optimization Framework for Simultaneous Clustering and Training in Mixture Models.
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023
INGENIOUS: Using Informative Data Subsets for Efficient Pre-Training of Language Models.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Proceedings of the 16th International Conference on Educational Data Mining, 2023
Proceedings of the 6th Joint International Conference on Data Science & Management of Data (10th ACM IKDD CODS and 28th COMAD), 2023
Camaraderie: Content-based Knowledge Transfer for Medical Image Labelling using Supervised Autoencoders in a Decentralized Setting.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
CoRR, 2022
Counting in the 2020s: Binned Representations and Inclusive Performance Measures for Deep Crowd Counting Approaches.
CoRR, 2022
CoRR, 2022
CoRR, 2022
CoRR, 2022
AUTOMATA: Gradient Based Data Subset Selection for Compute-Efficient Hyper-parameter Tuning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Medical Image Learning with Limited and Noisy Data, 2022
Proceedings of the Medical Image Learning with Limited and Noisy Data, 2022
Proceedings of the 30th IEEE/ACM International Conference on Program Comprehension, 2022
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022
Partitioned Gradient Matching-based Data Subset Selection for Compute-Efficient Robust ASR Training.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
Proceedings of the The 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Proceedings of the 29th International Conference on Computational Linguistics, 2022
Learning to Robustly Aggregate Labeling Functions for Semi-supervised Data Programming.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022
PRISM: A Rich Class of Parameterized Submodular Information Measures for Guided Data Subset Selection.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
CoRR, 2021
PRISM: A Unified Framework of Parameterized Submodular Information Measures for Targeted Data Subset Selection and Summarization.
CoRR, 2021
CoRR, 2021
How Good is a Video Summary? A New Benchmarking Dataset and Evaluation Framework Towards Realistic Video Summarization.
CoRR, 2021
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021
Select, Substitute, Search: A New Benchmark for Knowledge-Augmented Visual Question Answering.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
GRAD-MATCH: Gradient Matching based Data Subset Selection for Efficient Deep Model Training.
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the ICMI '21: International Conference on Multimodal Interaction, 2021
Proceedings of the Document Analysis and Recognition, 2021
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021
Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021
Automatic Speech Recognition in Sanskrit: A New Speech Corpus and Modelling Insights.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021
GLISTER: Generalization based Data Subset Selection for Efficient and Robust Learning.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
A Unified Framework for Generic, Query-Focused, Privacy Preserving and Update Summarization using Submodular Information Measures.
CoRR, 2020
LIGHTEN: Learning Interactions with Graph and Hierarchical TEmporal Networks for HOI in videos.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020
Realistic Video Summarization through VISIOCITY: A New Benchmark and Evaluation Framework.
Proceedings of the AI4TV '20: Proceedings of the 2nd International Workshop on AI for Smart TV Content Production, 2020
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
Vocabulary Matters: A Simple yet Effective Approach to Paragraph-level Question Generation.
Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing, 2020
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Inf. Retr. J., 2019
CoRR, 2019
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019
Learning From Less Data: A Unified Data Subset Selection and Active Learning Framework for Computer Vision.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019
Demystifying Multi-Faceted Video Summarization: Tradeoff Between Diversity, Representation, Coverage and Importance.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019
Proceedings of the Semantic Web - ISWC 2019, 2019
StreetOCRCorrect: An Interactive Framework for OCR Corrections in Chaotic Indian Street Videos.
Proceedings of the 2nd International Workshop on Open Services and Tools for Document Analysis, 2019
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Putting the Horse before the Cart: A Generator-Evaluator Framework for Question Generation from Text.
Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019
Proceedings of the 11th International Conference on Communication Systems & Networks, 2019
Proceedings of the ACM India Joint International Conference on Data Science and Management of Data, 2019
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
Proceedings of the 2019 International Conference on 3D Vision, 2019
2018
"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., 2018
A framework for automatic question generation from text using deep reinforcement learning.
CoRR, 2018
Learning From Less Data: Diversified Subset Selection and Active Learning in Image Classification Tasks.
CoRR, 2018
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018
Entity Resolution and Location Disambiguation in the Ancient Hindu Temples Domain using Web Data.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics, 2018
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Proceedings of the 1st International Workshop on Open Services and Tools for Document Analysis, 2017
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017
Scalable Optimization of Multivariate Performance Measures in Multi-instance Multi-label Learning.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
Query Expansion in Resource-Scarce Languages: A Multilingual Framework Utilizing Document Structure.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2016
Explicit Query Interpretation and Diversification for Context-Driven Concept Search Across Ontologies.
Proceedings of the Semantic Web - ISWC 2016, 2016
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Proceedings of the 3rd IKDD Conference on Data Science, 2016
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
Optimizing Multivariate Performance Measures for Learning Relation Extraction Models.
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015
Thinking, Pairing, and Sharing to Improve Learning and Engagement in a Data Structures and Algorithms (DSA) Class.
Proceedings of the 2015 International Conference on Learning and Teaching in Computing and Engineering, 2015
Proceedings of the 8th International Conference on Knowledge Capture, 2015
Proceedings of the 8th International Conference on Knowledge Capture, 2015
Proceedings of the 12th International Conference on Natural Language Processing, 2015
Proceedings of the Second ACM IKDD Conference on Data Sciences, 2015
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015
2014
Labeling Documents in Search Collection: Evolving Classifiers on a Semantically Relevant Label Space.
Proceedings of Workshop on Semantic Matching in Information Retrieval co-located with the 37th international ACM SIGIR conference on research and development in information retrieval, 2014
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014
Personalized classifiers: evolving a classifier from a large reference knowledge graph.
Proceedings of the 18th International Database Engineering & Applications Symposium, 2014
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014
2013
J. Appl. Math., 2013
Commun. Nonlinear Sci. Numer. Simul., 2013
Appl. Math. Comput., 2013
Proceedings of the ISWC 2013 Posters & Demonstrations Track, 2013
Proceedings of the 7th International Workshop on Semantic Evaluation, 2013
Proceedings of the Pattern Recognition and Machine Intelligence, 2013
Comparison between Explicit Learning and Implicit Modeling of Relational Features in Structured Output Spaces.
Proceedings of the Late Breaking Papers of the 23rd International Conference on Inductive Logic Programming, Rio de Janeiro, Brazil, August 28th - to, 2013
Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013
Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013
Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013
Optimally Extracting Discriminative Disjunctive Features for Dimensionality Reduction.
Proceedings of the 19th International Conference on Management of Data, 2013
2012
Neurocomputing, 2012
Proceedings of the 21st World Wide Web Conference 2012, 2012
Proceedings of the 3rd Workshop on South and Southeast Asian Natural Language Processing, 2012
Proceedings of the 3rd Workshop on South and Southeast Asian Natural Language Processing, 2012
Proceedings of the Inductive Logic Programming - 22nd International Conference, 2012
Proceedings of the Inductive Logic Programming - 22nd International Conference, 2012
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
2011
J. Mach. Learn. Res., 2011
Proceedings of the 20th International Conference on World Wide Web, 2011
Proceedings of the 28th International Conference on Machine Learning, 2011
Proceedings of the Data Warehousing and Knowledge Discovery, 2011
Discovering customer intent in real-time for streamlining service desk conversations.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
2010
Proceedings of the Inductive Logic Programming - 20th International Conference, 2010
Proceedings of the Inductive Logic Programming - 20th International Conference, 2010
2009
Mach. Learn., 2009
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009
Incorporating Linguistic Expertise Using ILP for Named Entity Recognition in Data Hungry Indian Languages.
Proceedings of the Inductive Logic Programming, 19th International Conference, 2009
2008
Proceedings of the 3rd International ICST Conference on Scalable Information Systems, 2008
Proceedings of the Inductive Logic Programming, 18th International Conference, 2008
Proceedings of the Third International Joint Conference on Natural Language Processing, 2008
Proceedings of the 24th International Conference on Data Engineering, 2008
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008
2007
USP-IBM-1 and USP-IBM-2: The ILP-based Systems for Lexical Sample WSD in SemEval-2007.
Proceedings of the 4th International Workshop on Semantic Evaluations, 2007
Using ILP to Construct Features for Information Extraction from Semi-structured Text.
Proceedings of the Inductive Logic Programming, 17th International Conference, 2007
Proceedings of the HYPERTEXT 2007, 2007
2006
Proceedings of the Inductive Logic Programming, 16th International Conference, 2006
Proceedings of the 22nd International Conference on Data Engineering, 2006
Proceedings of the EMNLP 2006, 2006
2005
A model for handling approximate, noisy or incomplete labeling in text classification.
Proceedings of the Machine Learning, 2005
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005
VisualRDR: A general framework for creating, maintaining and learning of ripple down rules for Information Extraction.
Proceedings of the Advances in Data Management 2005, 2005
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005
2004
Proceedings of the 13th international conference on World Wide Web, 2004
Proceedings of the Third International Workshop on the Evaluation of Systems for the Semantic Analysis of Text, 2004
Proceedings of the Fourth International Conference on Language Resources and Evaluation, 2004
2003
Ingénierie des Systèmes d Inf., 2003
Proceedings of The Twelfth Text REtrieval Conference, 2003
Proceedings of The Twelfth Text REtrieval Conference, 2003
1994
Distributed Computing, Automatic Design, and Error Recovery in the ULYSSES II Framework.
Proceedings of the EDAC - The European Conference on Design Automation, ETC - European Test Conference, EUROASIC - The European Event in ASIC Design, Proceedings, February 28, 1994