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Parminder Bhatia

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

31

Venues

11

Active years

2015–2025

Best venue rank

A*

Where they publish

Papers

31 indexed papers, newest first.

YearVenueTitleAuthors
2025AAAIBi-level Contrastive Learning for Knowledge-Enhanced Molecule Representations.Pengcheng Jiang, Cao Xiao, Tianfan Fu, Parminder Bhatia, Taha A. Kass-Hout, Jimeng Sun, Jiawei Han
2025ACLFocus on What Matters: Enhancing Medical Vision-Language Models with Automatic Attention Alignment Tuning.Aofei Chang, Le Huang, Alex James Boyd, Parminder Bhatia, Taha A. Kass-Hout, Cao Xiao, Fenglong Ma
2025CVPREnhancing SAM with Efficient Prompting and Preference Optimization for Semi-supervised Medical Image Segmentation.Aishik Konwer, Zhijian Yang, Erhan Bas, Cao Xiao, Prateek Prasanna, Parminder Bhatia, Taha A. Kass-Hout
2025ICLRReasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval.Pengcheng Jiang, Cao Xiao, Minhao Jiang, Parminder Bhatia, Taha A. Kass-Hout, Jimeng Sun, Jiawei Han
2025KDDFlanS: A Foundation Model for Free-Form Language-based Segmentation in Medical Images.Longchao Da, Rui Wang, Xiaojian Xu, Parminder Bhatia, Taha A. Kass-Hout, Hua Wei, Cao Xiao
2025NAACLEnhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement.Xiyao Wang, Jiuhai Chen, Zhaoyang Wang, Yuhang Zhou, Yiyang Zhou, Huaxiu Yao, Tianyi Zhou, Tom Goldstein, Parminder Bhatia, Taha A. Kass-Hout, Furong Huang, Cao Xiao
2025NAACLDynamic Uncertainty Ranking: Enhancing Retrieval-Augmented In-Context Learning for Long-Tail Knowledge in LLMs.Shuyang Yu, Runxue Bao, Parminder Bhatia, Taha A. Kass-Hout, Jiayu Zhou, Cao Xiao
2024ACLToken Alignment via Character Matching for Subword Completion.Ben Athiwaratkun, Shiqi Wang, Mingyue Shang, Yuchen Tian, Zijian Wang, Sujan Kumar Gonugondla, Sanjay Krishna Gouda, Robert Kwiatkowski, Ramesh Nallapati, Parminder Bhatia, Bing Xiang
2024ACLUnity in Diversity: Collaborative Pre-training Across Multimodal Medical Sources.Xiaochen Wang, Junyu Luo, Jiaqi Wang, Yuan Zhong, Xiaokun Zhang, Yaqing Wang, Parminder Bhatia, Cao Xiao, Fenglong Ma
2024COLINGCoCoMIC: Code Completion by Jointly Modeling In-file and Cross-file Context.Yangruibo Ding, Zijian Wang, Wasi Uddin Ahmad, Murali Krishna Ramanathan, Ramesh Nallapati, Parminder Bhatia, Dan Roth, Bing Xiang
2024EMNLPBIPEFT: Budget-Guided Iterative Search for Parameter Efficient Fine-Tuning of Large Pretrained Language Models.Aofei Chang, Jiaqi Wang, Han Liu, Parminder Bhatia, Cao Xiao, Ting Wang, Fenglong Ma
2024ICMLBifurcated Attention for Single-Context Large-Batch Sampling.Ben Athiwaratkun, Sujan Kumar Gonugondla, Sanjay Krishna Gouda, Haifeng Qian, Hantian Ding, Qing Sun, Jun Wang, Jiacheng Guo, Liangfu Chen, Parminder Bhatia, Ramesh Nallapati, Sudipta Sengupta, Bing Xiang
2024NAACLTriSum: Learning Summarization Ability from Large Language Models with Structured Rationale.Pengcheng Jiang, Cao Xiao, Zifeng Wang, Parminder Bhatia, Jimeng Sun, Jiawei Han
2023ACLReCode: Robustness Evaluation of Code Generation Models.Shiqi Wang, Zheng Li, Haifeng Qian, Chenghao Yang, Zijian Wang, Mingyue Shang, Varun Kumar, Samson Tan, Baishakhi Ray, Parminder Bhatia, Ramesh Nallapati, Murali Krishna Ramanathan, Dan Roth, Bing Xiang
2023ACLA Static Evaluation of Code Completion by Large Language Models.Hantian Ding, Varun Kumar, Yuchen Tian, Zijian Wang, Rob Kwiatkowski, Xiaopeng Li, Murali Krishna Ramanathan, Baishakhi Ray, Parminder Bhatia, Sudipta Sengupta, Dan Roth, Bing Xiang
2023ACLMultitask Pretraining with Structured Knowledge for Text-to-SQL Generation.Robert Giaquinto, Dejiao Zhang, Benjamin Kleiner, Yang Li, Ming Tan, Parminder Bhatia, Ramesh Nallapati, Xiaofei Ma
2023ACLContraCLM: Contrastive Learning For Causal Language Model.Nihal Jain, Dejiao Zhang, Wasi Uddin Ahmad, Zijian Wang, Feng Nan, Xiaopeng Li, Ming Tan, Ramesh Nallapati, Baishakhi Ray, Parminder Bhatia, Xiaofei Ma, Bing Xiang
2023ACLExploring Continual Learning for Code Generation Models.Prateek Yadav, Qing Sun, Hantian Ding, Xiaopeng Li, Dejiao Zhang, Ming Tan, Parminder Bhatia, Xiaofei Ma, Ramesh Nallapati, Murali Krishna Ramanathan, Mohit Bansal, Bing Xiang
2023ICCVLinear Spaces of Meanings: Compositional Structures in Vision-Language Models.Matthew Trager, Pramuditha Perera, Luca Zancato, Alessandro Achille, Parminder Bhatia, Stefano Soatto
2022ACLDQ-BART: Efficient Sequence-to-Sequence Model via Joint Distillation and Quantization.Zheng Li, Zijian Wang, Ming Tan, Ramesh Nallapati, Parminder Bhatia, Andrew O. Arnold, Bing Xiang, Dan Roth
2021ACLZero-shot Medical Entity Retrieval without Annotation: Learning From Rich Knowledge Graph Semantics.Luyang Kong, Christopher Winestock, Parminder Bhatia
2021ACLNeural Entity Recognition with Gazetteer based Fusion.Qing Sun, Parminder Bhatia
2020AAAILATTE: Latent Type Modeling for Biomedical Entity Linking.Ming Zhu, Busra Celikkaya, Parminder Bhatia, Chandan K. Reddy
2020EMNLPAn Empirical Investigation Towards Efficient Multi-Domain Language Model Pre-training.Kristjan Arumae, Qing Sun, Parminder Bhatia
2020EMNLPSevering the Edge Between Before and After: Neural Architectures for Temporal Ordering of Events.Miguel Ballesteros, Rishita Anubhai, Shuai Wang, Nima Pourdamghani, Yogarshi Vyas, Jie Ma, Parminder Bhatia, Kathleen R. McKeown, Yaser Al-Onaizan
2019ACLJoint Entity Extraction and Assertion Detection for Clinical Text.Parminder Bhatia, Busra Celikkaya, Mohammed Khalilia
2019ICMLATowards Fast and Unified Transfer Learning Architectures for Sequence Labeling.Parminder Bhatia, Kristjan Arumae, Busra Celikkaya
2019ICMLAComprehend Medical: A Named Entity Recognition and Relationship Extraction Web Service.Parminder Bhatia, Busra Celikkaya, Mohammed Khalilia, Selvan Senthivel
2019NAACLRelation Extraction using Explicit Context Conditioning.Gaurav Singh, Parminder Bhatia
2016EMNLPMorphological Priors for Probabilistic Neural Word Embeddings.Parminder Bhatia, Robert Guthrie, Jacob Eisenstein
2015EMNLPBetter Document-level Sentiment Analysis from RST Discourse Parsing.Parminder Bhatia, Yangfeng Ji, Jacob Eisenstein