| 2026 | LREC | LitTx: A New Treatment Relation Extraction Dataset. | Yuhang Jiang, Md Sultan Al Nahian, Li Hao Richie Xu, Rani Chikkanna, Ramakanth Kavuluru |
| 2025 | NLDB | How Important is Domain-Specific Language Model Pretraining and Instruction Finetuning for Biomedical Relation Extraction? | Aviv Brokman, Ramakanth Kavuluru |
| 2025 | NLDB | Comparison of Pipelines, Seq2seq Models, and LLMs for Rare Disease Information Extraction. | Shashank Gupta, Xuguang Ai, Yuhang Jiang, Ramakanth Kavuluru |
| 2024 | AAAI | Revisiting Document-Level Relation Extraction with Context-Guided Link Prediction. | Monika Jain, Raghava Mutharaju, Ramakanth Kavuluru, Kuldeep Singh |
| 2024 | ACL | Knowledge-Driven Cross-Document Relation Extraction. | Monika Jain, Raghava Mutharaju, Kuldeep Singh, Ramakanth Kavuluru |
| 2022 | AMIA | DeepPhe: Natural Language Processing Tools for Cancer Research and Surveillance. | Harry Hochheiser, Sean Finan, Zhou Yuan, John D. Levander, Eric B. Durbin, Isaac Hands, Ramakanth Kavuluru, Jeremy L. Warner, Guergana Savova |
| 2021 | AMIA | Identifying Opioid Use Disorder from Longitudinal Healthcare Data using a Multi-stream Transformer. | Sajjad Fouladvand, Jeffery C. Talbert, Linda P. Dwoskin, Heather M. Bush, Amy Lynn Meadows, Lars E. Peterson, Steve K. Roggenkamp, Ramakanth Kavuluru, Jin Chen |
| 2020 | EMNLP | Document Reranking for Precision Medicine with Neural Matching and Faceted Summarization. | Jiho Noh, Ramakanth Kavuluru |
| 2019 | AMIA | Non-Negative Matrix Factorization for Drug Repositioning: Experiments with the repoDB Dataset. | Mehmet G. Bakal, Halil Kilicoglu, Ramakanth Kavuluru |
| 2019 | AMIA | Clinical Text Mining in Mental Health. | Jessica D. Tenenbaum, Ramakanth Kavuluru, Thomas H. McCoy, zlem Uzuner, Sumithra Velupillai |
| 2019 | WWW | Knowledge-aware Assessment of Severity of Suicide Risk for Early Intervention. | Manas Gaur, Amanuel Alambo, Joy Prakash Sain, Ugur Kursuncu, Krishnaprasad Thirunarayan, Ramakanth Kavuluru, Amit P. Sheth, Randy S. Welton, Jyotishman Pathak |
| 2018 | EMNLP | Few-Shot and Zero-Shot Multi-Label Learning for Structured Label Spaces. | Anthony Rios, Ramakanth Kavuluru |
| 2018 | ICMLA | Document Retrieval for Biomedical Question Answering with Neural Sentence Matching. | Jiho Noh, Ramakanth Kavuluru |
| 2018 | NAACL | EMR Coding with Semi-Parametric Multi-Head Matching Networks. | Anthony Rios, Ramakanth Kavuluru |
| 2017 | AMIA | Team UKNLP: Detecting ADRs, Classifying Medication Intake Messages, and Normalizing ADR Mentions on Twitter. | Sifei Han, Tung Tran, Anthony Rios, Ramakanth Kavuluru |
| 2017 | BIBE | Knowledge-Based Biomedical Word Sense Disambiguation with Neural Concept Embeddings. | Akm Sabbir, Antonio Jimeno-Yepes, Ramakanth Kavuluru |
| 2016 | AMIA | Mining EMR Data to Hypothesize Causal Associations for Depressive Disorders. | Orhan Abar, Ramakanth Kavuluru |
| 2016 | AMIA | On the Predictive Potential of Graph Patterns for Biomedical Relation Extraction. | Gokhan Bakal, Sergei Wallace, Ramakanth Kavuluru |
| 2016 | AMIA | Exploratory Analysis of Marketing Vs. Non-Marketing Tweets on E-Cigarettes. | Sifei Han, Ramakanth Kavuluru |
| 2015 | AI | On Assessing the Sentiment of General Tweets. | Sifei Han, Ramakanth Kavuluru |
| 2015 | AMIA | Automatic Assignment of Non-Leaf MeSH Terms to Biomedical Articles. | Ramakanth Kavuluru, Anthony Rios |
| 2014 | AMIA | A Knowledge-Based Collaborative Clinical Case Mining Framework. | Ramakanth Kavuluru, Anthony Rios, Brandon Kulengowski, Patrick McNamara |
| 2013 | AI | Unsupervised Extraction of Diagnosis Codes from EMRs Using Knowledge-Based and Extractive Text Summarization Techniques. | Ramakanth Kavuluru, Sifei Han, Daniel R. Harris |
| 2013 | FlAIRS | A Multi-Label Classification Approach for Coding Cancer Information Service Chat Transcripts. | Anthony Rios, Robin Vanderpool, Pam Shaw, Ramakanth Kavuluru |
| 2013 | ICMLA | Phrase Based Topic Modeling for Semantic Information Processing in Biomedicine. | Zhiguo Yu, Todd R. Johnson, Ramakanth Kavuluru |
| 2013 | NLDB | Unsupervised Medical Subject Heading Assignment Using Output Label Co-occurrence Statistics and Semantic Predications. | Ramakanth Kavuluru, Zhenghao He |
| 2012 | AMIA | Improving Scalability and Performance of i2b2 Query Processing Using Common Table Expressions. | Darren W. Henderson, Daniel R. Harris, Ramakanth Kavuluru, Todd R. Johnson |
| 2012 | COLING | A Knowledge-Based Approach to Syntactic Disambiguation of Biomedical Noun Compounds. | Ramakanth Kavuluru, Daniel R. Harris |
| 2008 | SETA | 2n-Periodic Binary Sequences with Fixed k-Error Linear Complexity for k=2 or 3. | Ramakanth Kavuluru |
| 2007 | INDOCRYPT | On the | Ramakanth Kavuluru, Andrew Klapper |