Diwakar Mahajan

33 papers A* 2Misc 7Journal 13Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	BioVERSE: Representation Alignment of Biomedical Modalities to LLMs for Multi-Modal Reasoning. CoRR Ching-Huei Tsou, Michal Ozery-Flato, Ella Barkan, Diwakar Mahajan, Ben Shapira
2024	J	`jnl`	Clinical natural language processing for secondary uses. J. Biomed. Informatics Yanjun Gao, Diwakar Mahajan, Özlem Uzuner, Meliha Yetisgen
2024	J	`jnl`	Multi-view biomedical foundation models for molecule-target and property prediction. CoRR Parthasarathy Suryanarayanan, Yunguang Qiu, Shreyans Sethi, Diwakar Mahajan, Hongyang Li, Yuxin Yang, Elif K. Eyigöz, Aldo Guzmán-Sáenz, Daniel E. Platt, Timothy H. Rumbell, Kenney Ng, Sanjoy Dey, Myson Burch, Bum Chul Kwon, Pablo Meyer, Feixiong Cheng, Jianying Hu, Joseph A. Morrone
2024	A*	`conf`	SPARK: Harnessing Human-Centered Workflows with Biomedical Foundation Models for Drug Discovery. IJCAI Bum Chul Kwon, Simona Rabinovici-Cohen, Beldine Moturi, Ruth Mwaura, Kezia Wahome, Oliver Njeru, Miguel Shinyenyi, Catherine Wanjiru, Sekou L. Remy, William Ogallo, Itai Guez, Parthasarathy Suryanarayanan, Joseph A. Morrone, Shreyans Sethi, Seung-gu Kang, Tien Huynh, Kenney Ng, Diwakar Mahajan, Hongyang Li, Matan Ninio, Shervin Ayati, Efrat Hexter, Wendy D. Cornell
2023	—	`conf`	Do We Still Need Clinical Language Models? CHIL Eric Lehman, Evan Hernandez, Diwakar Mahajan, Jonas Wulff, Micah J. Smith, Zachary Ziegler, Daniel Nadler, Peter Szolovits, Alistair E. W. Johnson, Emily Alsentzer
2023	J	`jnl`	Do We Still Need Clinical Language Models? CoRR Eric Lehman, Evan Hernandez, Diwakar Mahajan, Jonas Wulff, Micah J. Smith, Zachary Ziegler, Daniel Nadler, Peter Szolovits, Alistair E. W. Johnson, Emily Alsentzer
2023	J	`jnl`	Extracting medication changes in clinical narratives using pre-trained language models. J. Biomed. Informatics Giridhar Kaushik Ramachandran, Kevin Lybarger, Yaya Liu, Diwakar Mahajan, Jennifer J. Liang, Ching-Huei Tsou, Meliha Yetisgen, Özlem Uzuner
2023	—	`conf`	MISMATCH: Fine-grained Evaluation of Machine-generated Text with Mismatch Error Types. ACL (Findings) Keerthiram Murugesan, Sarathkrishna Swaminathan, Soham Dan, Subhajit Chaudhury, R. Chulaka Gunasekara, Maxwell Crouse, Diwakar Mahajan, Ibrahim Abdelaziz, Achille Fokoue, Pavan Kapanipathi, Salim Roukos, Alexander Gray
2023	J	`jnl`	MISMATCH: Fine-grained Evaluation of Machine-generated Text with Mismatch Error Types. CoRR Keerthiram Murugesan, Sarathkrishna Swaminathan, Soham Dan, Subhajit Chaudhury, R. Chulaka Gunasekara, Maxwell Crouse, Diwakar Mahajan, Ibrahim Abdelaziz, Achille Fokoue, Pavan Kapanipathi, Salim Roukos, Alexander Gray
2023	J	`jnl`	Overview of the 2022 n2c2 shared task on contextualized medication event extraction in clinical notes. J. Biomed. Informatics Diwakar Mahajan, Jennifer J. Liang, Ching-Huei Tsou, Özlem Uzuner
2022	J	`jnl`	Call for papers: Special issue on clinical natural language processing for secondary use applications. J. Biomed. Informatics Meliha Yetisgen, Özlem Uzuner, Yanjun Gao, Diwakar Mahajan
2022	J	`jnl`	Extracting Medication Changes in Clinical Narratives using Pre-trained Language Models. CoRR Giridhar Kaushik Ramachandran, Kevin Lybarger, Yaya Liu, Diwakar Mahajan, Jennifer J. Liang, Ching-Huei Tsou, Meliha Yetisgen, Özlem Uzuner
2022	—	`conf`	Towards Generalizable Methods for Automating Risk Score Calculation. BioNLP@ACL Jennifer J. Liang, Eric Lehman, Ananya Iyengar, Diwakar Mahajan, Preethi Raghavan, Cindy Y. Chang, Peter Szolovits
2021	Misc	`conf`	An Exploration of Reasons Behind Drug De-escalation and Discontinuation Events in Clinical Notes. AMIA Jennifer J. Liang, Diwakar Mahajan
2021	Misc	`conf`	Evaluating Social Determinants of Health in Clinical Communications Data. AMIA Diwakar Mahajan, Jennifer J. Liang, Ananya Poddar, Sasha Ballen, Ching-Huei Tsou
2021	Misc	`conf`	Extracting Daily Dosage from Medication Instructions in EHRs: An Automated Approach and Lessons Learned. AMIA Ching-Huei Tsou, Diwakar Mahajan, Jennifer J. Liang
2021	—	`conf`	IBMResearch at MEDIQA 2021: Toward Improving Factual Correctness of Radiology Report Abstractive Summarization. BioNLP@NAACL-HLT Diwakar Mahajan, Ching-Huei Tsou, Jennifer J. Liang
2021	Misc	`conf`	Reducing Physicians' Cognitive Load During Chart Review: A Problem-Oriented Summary of the Patient Electronic Record. AMIA Jennifer J. Liang, Ching-Huei Tsou, Bharath Dandala, Ananya Poddar, Venkata Joopudi, Diwakar Mahajan, John M. Prager, Preethi Raghavan, Michele Payne
2021	—	`conf`	SemEval-2021 Task 9: Fact Verification and Evidence Finding for Tabular Data in Scientific Documents (SEM-TAB-FACTS). SemEval@ACL/IJCNLP Nancy Xin Ru Wang, Diwakar Mahajan, Marina Danilevsky, Sara Rosenthal
2021	J	`jnl`	SemEval-2021 Task 9: Fact Verification and Evidence Finding for Tabular Data in Scientific Documents (SEM-TAB-FACTS). CoRR Nancy Xin Ru Wang, Diwakar Mahajan, Marina Danilevsky, Sara Rosenthal
2021	Misc	`conf`	Toward Understanding Clinical Context of Medication Change Events in Clinical Narratives. AMIA Diwakar Mahajan, Jennifer J. Liang, Ching-Huei Tsou
2021	—	`conf`	emrKBQA: A Clinical Knowledge-Base Question Answering Dataset. BioNLP@NAACL-HLT Preethi Raghavan, Jennifer J. Liang, Diwakar Mahajan, Rachita Chandra, Peter Szolovits
2021	Misc	`conf`	emrKBQA: Creating a Clinical Knowledge-Base Question Answering Dataset. AMIA Rachita Chandra, Preethi Raghavan, Jennifer J. Liang, Diwakar Mahajan, Peter Szolovits
2020	J	`jnl`	Extracting Daily Dosage from Medication Instructions in EHRs: An Automated Approach and Lessons Learned. CoRR Diwakar Mahajan, Jennifer J. Liang, Ching-Huei Tsou
2020	Misc	`conf`	Extracting Multi-Dimensional Context for Medication Change Events in Clinical Narratives. AMIA Diwakar Mahajan, Jennifer J. Liang
2020	J	`jnl`	Toward Understanding Clinical Context of Medication Change Events in Clinical Narratives. CoRR Diwakar Mahajan, Jennifer J. Liang, Ching-Huei Tsou
2020	J	`jnl`	WNTRAC: Artificial Intelligence Assisted Tracking of Non-pharmaceutical Interventions Implemented Worldwide for COVID-19. CoRR Parthasarathy Suryanarayanan, Ching-Huei Tsou, Ananya Poddar, Diwakar Mahajan, Bharath Dandala, Piyush Madan, Anshul Agrawal, Charles Wachira, Samuel Mogaka Osebe, Osnat Bar-Shira, Clifton Kipchirchir, Sharon Okwako, William Ogallo, Fred Otieno, Timothy Nyota, Fiona Matu, Vesna Resende Barros, Daniel Shats, Oren Kagan, Sekou L. Remy, Oliver Bent, Shilpa Mahatma, Aisha Walcott-Bryant, Divya Pathak, Michal Rosen-Zvi
2019	—	`conf`	A Hybrid Model for Drug-Drug Interaction Extraction from Structured Product Labeling Documents. TAC Diwakar Mahajan, Ananya Poddar, Yen-Ting Lin
2018	—	`conf`	IBM Research System at TAC 2018: Deep Learning architectures for Drug-Drug Interaction extraction from Structured Product Labels. TAC Bharath Dandala, Diwakar Mahajan, Ananya Poddar
2017	—	`conf`	IBM Research System at TAC 2017: Adverse Drug Reactions Extraction from Drug Labels. TAC Bharath Dandala, Diwakar Mahajan, Murthy V. Devarakonda
2014	—	`conf`	Obtaining Technology Insights from Large and Heterogeneous Document Collections. WI-IAT (2) Lipika Dey, Diwakar Mahajan, Hemant Gupta
2012	—	`conf`	Extraction and Compilation of Events and Sub-events from Twitter. Web Intelligence Arpit Khurdiya, Lipika Dey, Diwakar Mahajan, Ishan Verma
2012	A*	`conf`	TWIPIX: a web magazine curated from social media. ACM Multimedia Romil Bansal, Radhika Kumaran, Diwakar Mahajan, Arpit Khurdiya, Lipika Dey, Hiranmay Ghosh