Ganesh Ramakrishnan

75 papers · 2006–2026 · 18 conferences · across top CS/AI conferences

Achievements

🏃 Academic Marathon (20) 🌈 Renaissance Researcher (5) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (7) 🗺️ Taxonomy Completionist (12) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (18) 🧬 Topic Evolution 🏆 Keyword Champion (2) 🤝 Dynamic Duo (17) 🏆 Grand Slam 🗃️ Keyword Collector (234) ❓ The Questioner ⚡ Prolific Year (9) 🚀 Conference Pioneer 📈 Trend Setter 💎 Century Club (72) 🔥 Unstoppable (9)

Conferences

EMNLP (11) ACL (10) IJCNLP (9) WACV (7) NAACL (5) INTERSPEECH (5) EACL (5) AAAI (4) ICML (3) CONLL (2) IJCAI (2) COLING (2) JMLR (2) AACL (2) NIPS (2) SEMEVAL (2) ICLR (1) AUTOML (1)

Top co-authors

Rishabh Iyer (17) Preethi Jyothi (16) Ayush Maheshwari (15) Vishwajeet Kumar (9) Krishnateja Killamsetty (7) Amrith Krishna (7) Rishabh Kumar (6) Durga Sivasubramanian (5) Ramakrishna Bairi (4) Yuan-Fang Li (4)

Keywords

low-resource language (7) submodular optimization (7) data subset selection (7) text generation (6) automatic speech recognition (5) question answering (5) language model (4) weak supervision (4) subset selection (4) knowledge distillation (4) data programming (4) text classification (4) question generation (4) bi-level optimization (3) speech recognition (3) machine translation (3) multilingual nlp (3) semi-supervised learning (3) domain adaptation (3) cross-lingual transfer (3)

Papers

Chandomitra: Towards Generating Structured Sanskrit Poetry from Natural Language Inputs EACL 2026

Tables Decoded: DELTA for Structure, TARQA for Understanding WACV 2026

Uncertainty-Aware Subset Selection for Robust Visual Explainability under Distribution Shifts WACV 2026

Post-ASR Correction in Hindi: Comparing Language Models and Large Language Models in Low-Resource Scenarios EACL 2026

Consistency Is the Key: Detecting Hallucinations in LLM Generated Text By Checking Inconsistencies About Key Facts AACL 2025

LEVOS: Leveraging Vocabulary Overlap with Sanskrit to Generate Technical Lexicons in Indian Languages ACL 2025

LexGen: Domain-aware Multilingual Lexicon Generation ACL 2025

GuideQ: Framework for Guided Questioning for progressive informational collection and classification NAACL 2025

Consistency Is the Key: Detecting Hallucinations in LLM Generated Text By Checking Inconsistencies About Key Facts IJCNLP 2025

INDIC QA BENCHMARK: A Multilingual Benchmark to Evaluate Question Answering capability of LLMs for Indic Languages NAACL 2025

ARISE: Iterative Rule Induction and Synthetic Data Generation for Text Classification NAACL 2025

Gradient Coreset for Federated Learning WACV 2024

DictDis: Dictionary Constrained Disambiguation for Improved NMT EMNLP 2024

Speeding up NAS with Adaptive Subset Selection AUTOML 2024

SMART: Submodular Data Mixture Strategy for Instruction Tuning ACL 2024

Samayik: A Benchmark and Dataset for English-Sanskrit Translation COLING 2024

Bayesian Coreset Optimization for Personalized Federated Learning ICLR 2024

FAIR: Filtering of Automatically Induced Rules EACL 2024

Textron: Weakly Supervised Multilingual Text Detection Through Data Programming WACV 2024

Using Early Readouts To Mediate Featural Bias in Distillation WACV 2024

Few shot chain-of-thought driven reasoning to prompt LLMs for open-ended medical question answering EMNLP 2024

Beyond Common Words: Enhancing ASR Cross-Lingual Proper Noun Recognition Using Large Language Models EMNLP 2024

Discrete Continuous Optimization Framework for Simultaneous Clustering and Training in Mixture Models ICML 2023

Skew-Robust Human-Object Interactions in Videos WACV 2023

When Do Neural Nets Outperform Boosted Trees on Tabular Data? NIPS 2023

Adaptive Mixing of Auxiliary Losses in Supervised Learning AAAI 2023

Temporally Aligning Long Audio Interviews with Questions: A Case Study in Multimodal Data Integration IJCAI 2023

INGENIOUS: Using Informative Data Subsets for Efficient Pre-Training of Language Models EMNLP 2023

DITTO: Data-efficient and Fair Targeted Subset Selection for ASR Accent Adaptation ACL 2023

A Benchmark and Dataset for Post-OCR text correction in Sanskrit EMNLP 2022

PRISM: A Rich Class of Parameterized Submodular Information Measures for Guided Data Subset Selection AAAI 2022

VAgyojaka: An Annotating and Post-Editing Tool for Automatic Speech Recognition INTERSPEECH 2022

Linguistically Informed Post-processing for ASR Error correction in Sanskrit INTERSPEECH 2022

AUTOMATA: Gradient Based Data Subset Selection for Compute-Efficient Hyper-parameter Tuning NIPS 2022

SPEAR : Semi-supervised Data Programming in Python EMNLP 2022

Partitioned Gradient Matching-based Data Subset Selection for Compute-Efficient Robust ASR Training EMNLP 2022

Learning to Robustly Aggregate Labeling Functions for Semi-supervised Data Programming ACL 2022

WARM: A Weakly (+Semi) Supervised Math Word Problem Solver COLING 2022

Exploration of Spatial and Temporal Modeling Alternatives for HOI WACV 2021

GLISTER: Generalization based Data Subset Selection for Efficient and Robust Learning AAAI 2021

Semi-Supervised Data Programming with Subset Selection ACL 2021

Rule Augmented Unsupervised Constituency Parsing ACL 2021

Automatic Speech Recognition in Sanskrit: A New Speech Corpus and Modelling Insights ACL 2021

Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification EACL 2021

Meta-Learning for Effective Multi-task and Multilingual Modelling EACL 2021

GRAD-MATCH: Gradient Matching based Data Subset Selection for Efficient Deep Model Training ICML 2021

Training Data Subset Selection for Regression with Controlled Generalization Error ICML 2021

Semi-Supervised Data Programming with Subset Selection IJCNLP 2021

Rule Augmented Unsupervised Constituency Parsing IJCNLP 2021

Automatic Speech Recognition in Sanskrit: A New Speech Corpus and Modelling Insights IJCNLP 2021

Cross-Modal Learning for Audio-Visual Video Parsing INTERSPEECH 2021

Vocabulary Matters: A Simple yet Effective Approach to Paragraph-level Question Generation AACL 2020

Robust Data Programming with Precision-guided Labeling Functions AAAI 2020

Caption Alignment for Low Resource Audio-Visual Data INTERSPEECH 2020

Putting the Horse before the Cart: A Generator-Evaluator Framework for Question Generation from Text CONLL 2019

ParaQG: A System for Generating Questions and Answers from Paragraphs IJCNLP 2019

ParaQG: A System for Generating Questions and Answers from Paragraphs EMNLP 2019

Cross-Lingual Training for Automatic Question Generation ACL 2019

Time Aggregation Operators for Multi-label Audio Event Detection INTERSPEECH 2018

Entity Resolution and Location Disambiguation in the Ancient Hindu Temples Domain using Web Data NAACL 2018

Interactive Martingale Boosting IJCAI 2016

Generalized Hierarchical Kernel Learning JMLR 2015

Summarization of Multi-Document Topic Hierarchies using Submodular Mixtures ACL 2015

Summarization of Multi-Document Topic Hierarchies using Submodular Mixtures IJCNLP 2015

Optimizing Multivariate Performance Measures for Learning Relation Extraction Models NAACL 2015

Noisy Or-based model for Relation Extraction using Distant Supervision EMNLP 2014

Learning to Generate Diversified Query Interpretations using Biconvex Optimization IJCNLP 2013

SATTY : Word Sense Induction Application in Web Search Clustering SEMEVAL 2013

Structure Cognizant Pseudo Relevance Feedback IJCNLP 2013

Towards Efficient Named-Entity Rule Induction for Customizability EMNLP 2012

Towards Efficient Named-Entity Rule Induction for Customizability CONLL 2012

Parameter Screening and Optimisation for ILP using Designed Experiments JMLR 2011

Learning Decision Lists with Known Rules for Text Mining IJCNLP 2008

USP-IBM-1 and USP-IBM-2: The ILP-based Systems for Lexical Sample WSD in SemEval-2007 SEMEVAL 2007

Entity Annotation based on Inverse Index Operations EMNLP 2006