Inkit Padhi

Most-cited papers

Large-scale chemical language representations capture molecular structure and properties
Jerret Ross, Brian M. Belgodere, Vijil Chenthamarakshan, Inkit Padhi +2 more
2021Nature Machine Intelligence730 citations Open access
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The Impact of Positional Encoding on Length Generalization in Transformers
Amirhossein Kazemnejad, Inkit Padhi, K. Ramamurthy, Payel Das +1 more
2023Neural Information Processing Systems460 citations Open access
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Accelerated antimicrobial discovery via deep generative models and molecular dynamics simulations
Payel Das, Tom Sercu, Kahini Wadhawan, Inkit Padhi +11 more
2021Nature Biomedical Engineering432 citations Open access
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Does String-Based Neural MT Learn Source Syntax?
Xing Shi, Inkit Padhi, Kevin Knight
2016Conference on Empirical Methods in Natural Language Processing375 citations Open access
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Programming Refusal with Conditional Activation Steering
Bruce W. Lee, Inkit Padhi, K. Ramamurthy, Erik Miehling +3 more
2024International Conference on Learning Representations237 citations
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Fighting Offensive Language on Social Media with Unsupervised Text Style Transfer
Cícero Nogueira dos Santos, Igor Melnyk, Inkit Padhi
2018Annual Meeting of the Association for Computational Linguistics171 citations Open access
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Tabular Transformers for Modeling Multivariate Time Series
Inkit Padhi, Yair Schiff, Igor Melnyk, Mattia Rigotti +5 more
2020IEEE International Conference on Acoustics, Speech, and Signal Processing143 citations Open access
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Generate Your Counterfactuals: Towards Controlled Counterfactual Generation for Text
Nishtha Madaan, Inkit Padhi, Naveen Panwar, Diptikalyan Saha
2020AAAI Conference on Artificial Intelligence119 citations Open access
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CogMol: Target-Specific and Selective Drug Design for COVID-19 Using Deep Generative Models
Vijil Chenthamarakshan, Payel Das, Samuel C. Hoffman, H. Strobelt +7 more
2020Neural Information Processing Systems83 citations
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PepCVAE: Semi-Supervised Targeted Design of Antimicrobial Peptide Sequences
Payel Das, Kahini Wadhawan, Oscar Chang, Tom Sercu +5 more
2018arXiv.org72 citations
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Image Captioning as an Assistive Technology: Lessons Learned from VizWiz 2020 Challenge
Pierre L. Dognin, Igor Melnyk, Youssef Mroueh, Inkit Padhi +5 more
2020Journal of Artificial Intelligence Research65 citations Open access
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WikiContradict: A Benchmark for Evaluating LLMs on Real-World Knowledge Conflicts from Wikipedia
Yufang Hou, Alessandra Pascale, Javier Carnerero-Cano, T. Tchrakian +4 more
2024Neural Information Processing Systems58 citations Open access
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Accelerating material design with the generative toolkit for scientific discovery
Matteo Manica, Jannis Born, Joris Cadow, Dimitrios Christofidellis +20 more
2022npj Computational Materials49 citations Open access
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Target-Specific and Selective Drug Design for COVID-19 Using Deep Generative Models
Vijil Chenthamarakshan, Payel Das, Inkit Padhi, H. Strobelt +4 more
2020Neural Information Processing Systems40 citations
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Reprogramming Pretrained Language Models for Antibody Sequence Infilling
Igor Melnyk, Vijil Chenthamarakshan, Pin-Yu Chen, Payel Das +3 more
2022International Conference on Machine Learning39 citations
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Building a Foundational Guardrail for General Agentic Systems via Synthetic Data
Yue Huang, Hang Hua, Yu-Jun Zhou, Pengcheng Jing +10 more
2025arXiv.org36 citations
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Fair Infinitesimal Jackknife: Mitigating the Influence of Biased Training Data Points Without Refitting
Prasanna Sattigeri, Soumya Ghosh, Inkit Padhi, Pierre L. Dognin +1 more
2022Neural Information Processing Systems36 citations Open access
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Learning Implicit Generative Models by Matching Perceptual Features
C. D. dos Santos, Youssef Mroueh, Inkit Padhi, Pierre L. Dognin
2019IEEE International Conference on Computer Vision33 citations Open access
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ReGen: Reinforcement Learning for Text and Knowledge Base Generation using Pretrained Language Models
Pierre L. Dognin, Inkit Padhi, Igor Melnyk, Payel Das
2021Conference on Empirical Methods in Natural Language Processing32 citations Open access
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Granite Guardian
Inkit Padhi, Manish Nagireddy, Giandomenico Cornacchia, Subhajit Chaudhury +19 more
2024arXiv.org29 citations
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Auditing and Generating Synthetic Data With Controllable Trust Trade-Offs
Brian M. Belgodere, Pierre L. Dognin, A. Ivankay, Igor Melnyk +10 more
2023IEEE Journal on Emerging and Selected Topics in Circuits and Systems23 citations Open access
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Improved Neural Text Attribute Transfer with Non-parallel Data
Igor Melnyk, C. D. dos Santos, Kahini Wadhawan, Inkit Padhi +1 more
2017arXiv.org23 citations
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Split, Unlearn, Merge: Leveraging Data Attributes for More Effective Unlearning in LLMs
S. Kadhe, Farhan Ahmed, Dennis Wei, Nathalie Baracaldo +1 more
2024arXiv.org22 citations
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Accelerating Antimicrobial Discovery with Controllable Deep Generative Models and Molecular Dynamics
Payel Das, Tom Sercu, Kahini Wadhawan, Inkit Padhi +11 more
2020arXiv.org19 citations
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Alignment Studio: Aligning Large Language Models to Particular Contextual Regulations
Swapnaja Achintalwar, Ioana Baldini, Djallel Bouneffouf, Joan Byamugisha +15 more
2024IEEE Internet Computing18 citations Open access
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DualTKB: A Dual Learning Bridge between Text and Knowledge Base
Pierre L. Dognin, Igor Melnyk, Inkit Padhi, Cícero Nogueira dos Santos +1 more
2020Conference on Empirical Methods in Natural Language Processing18 citations Open access
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Explainable Cross-Topic Stance Detection for Search Results
Tim Draws, Karthikeyan Natesan Ramamurthy, Ioana Baldini, Amit Dhurandhar +3 more
2023Conference on Human Information Interaction and Retrieval17 citations Open access
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Molformer: Large Scale Chemical Language Representations Capture Molecular Structure and Properties
Jerret Ross, Brian M. Belgodere, Vijil Chenthamarakshan, Inkit Padhi +2 more
202217 citations
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Detectors for Safe and Reliable LLMs: Implementations, Uses, and Limitations
Swapnaja Achintalwar, A. Garcia, Ateret Anaby-Tavor, Ioana Baldini +31 more
2024arXiv.org16 citations
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Contextual Moral Value Alignment Through Context-Based Aggregation
Pierre L. Dognin, Jesus Rios, Ronny Luss, Inkit Padhi +6 more
2024arXiv.org16 citations
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Granite Guardian: Comprehensive LLM Safeguarding
Inkit Padhi, Manish Nagireddy, Giandomenico Cornacchia, Subhajit Chaudhury +18 more
2025North American Chapter of the Association for Computational Linguistics15 citations Open access
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Do Large Scale Molecular Language Representations Capture Important Structural Information?
Jerret Ross, Brian M. Belgodere, Vijil Chenthamarakshan, Inkit Padhi +2 more
2021arXiv.org14 citations
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Reprogramming Large Pretrained Language Models for Antibody Sequence Infilling
Igor Melnyk, Vijil Chenthamarakshan, Pin-Yu Chen, Payel Das +3 more
2022arXiv.org12 citations Open access
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Proceedings of the Fourth Conference on Machine Translation (Volume 1: Research Papers)
O. Bojar, Rajen Chatterjee, C. Federmann, Mark Fishel +496 more
201912 citations Open access
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The incentive gap in data work in the era of large models
Katy Ilonka Gero, Payel Das, Pierre L. Dognin, Inkit Padhi +2 more
2023Nature Machine Intelligence11 citations
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Proceedings of the 5th Workshop on Online Abuse and Harms (WOAH 2021)
A. Bertie, Lambert Douwe, Aida Mostafazadeh Davani, D. Kiela +496 more
202111 citations Open access
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Interactive Visual Exploration of Latent Space (IVELS) for peptide auto-encoder model selection
Tom Sercu, Sebastian Gehrmann, Hendrik Strobelt, Payel Das +4 more
2019DGS@ICLR8 citations
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Contextual Value Alignment
Pierre L. Dognin, Jesus Rios, Ronny Luss, Prasanna Sattigeri +6 more
2025IEEE International Conference on Acoustics, Speech, and Signal Processing7 citations
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Final-Model-Only Data Attribution with a Unifying View of Gradient-Based Methods
Dennis Wei, Inkit Padhi, Soumya Ghosh, Amit Dhurandhar +2 more
2024Neural Information Processing Systems6 citations
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GT4SD: Generative Toolkit for Scientific Discovery
Matteo Manica, Joris Cadow, Dimitrios Christofidellis, Ashish Dave +20 more
2022arXiv.org6 citations
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Author Correction: Accelerated antimicrobial discovery via deep generative models and molecular dynamics simulations
Payel Das, Tom Sercu, Kahini Wadhawan, Inkit Padhi +11 more
2021Nature Biomedical Engineering6 citations Open access
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Value Alignment from Unstructured Text
Inkit Padhi, Karthikeyan Natesan Ramamurthy, Prasanna Sattigeri, Manish Nagireddy +2 more
2024Conference on Empirical Methods in Natural Language Processing5 citations
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ComVas: Contextual Moral Values Alignment System
Inkit Padhi, Pierre L. Dognin, Jesus Rios, Ronny Luss +7 more
2024International Joint Conference on Artificial Intelligence5 citations Open access
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When in Doubt, Cascade: Towards Building Efficient and Capable Guardrails
Manish Nagireddy, Inkit Padhi, Soumya Ghosh, Prasanna Sattigeri
2024AAAI/ACM Conference on AI, Ethics, and Society5 citations
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Proceedings of the Third Workshop on Narrative Understanding
Gayatri Bhat, Avneesh Singh Saluja, Melody Dye, Michael Miller Yoder +496 more
20215 citations Open access
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Sobolev Independence Criterion
Youssef Mroueh, Tom Sercu, Mattia Rigotti, Inkit Padhi +1 more
2019Neural Information Processing Systems5 citations
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Data Driven Techniques for Organizing Scientific Articles Relevant to Biomimicry
Yuanshuo Zhao, Ioana Baldini, Prasanna Sattigeri, Inkit Padhi +2 more
2018AAAI/ACM Conference on AI, Ethics, and Society5 citations
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Cloud-Based Real-Time Molecular Screening Platform with MolFormer
Brian M. Belgodere, Vijil Chenthamarakshan, Payel Das, Pierre L. Dognin +8 more
2022ECML/PKDD4 citations Open access
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Proceedings of the First Workshop on Trustworthy Natural Language Processing
Zheng Tang, M. Surdeanu, M. A. Valenzuela-Escarcega, Ö. Babur +496 more
20214 citations Open access
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Generative Feature Matching Networks
C. D. dos Santos, Inkit Padhi, Pierre L. Dognin, Youssef Mroueh
20184 citations
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