Inkit Padhi

1. The Impact of Positional Encoding on Length Generalization in Transformers
   2023/05/31 by Amirhossein Kazemnejad, Kazemnejad, Amirhossein, Inkit Padhi +7 · 4 voices · 41 citations
   Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
2. Large-Scale Chemical Language Representations Capture Molecular Structure and Properties
   2021/06/17 by Jerret Ross, Ross, Jerret, Brian Belgodere +9 · 37 citations
   Chemistry · Computer Science · Materials Science · #Biomolecules (q-bio.BM) #Computation and Language (cs.CL) #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Various Chemistry Research Topics
3. Programming Refusal with Conditional Activation Steering
   2024/09/06 by Bruce W. Lee, Inkit Padhi, Lee, Bruce W. +11 · 33 citations
   Computer Science · #Software Reliability and Analysis Research #Logic, programming, and type systems #Distributed systems and fault tolerance
4. WikiContradict: A Benchmark for Evaluating LLMs on Real-World Knowledge Conflicts from Wikipedia
   2024/06/19 by Yufang Hou, Alessandra Pascale, Hou, Yufang +13 · 11 citations
   Social Sciences · Computer Science · #Wikis in Education and Collaboration #Digital Rights Management and Security
5. Granite Guardian
   2024/12/10 by Inkit Padhi, Padhi, Inkit, Manish Nagireddy +41 · 5 citations
   Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Geotechnical and Geomechanical Engineering
6. Fair Infinitesimal Jackknife: Mitigating the Influence of Biased Training Data Points Without Refitting
   2022/12/13 by Prasanna Sattigeri, Soumya K. Ghosh, Sattigeri, Prasanna +7 · 2 citations
   Social Sciences · #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
7. Alignment Studio: Aligning Large Language Models to Particular Contextual Regulations
   2024/03/08 by Swapnaja Achintalwar, Ioana Baldini, Achintalwar, Swapnaja +35 · 2 citations
   Computer Science · #Topic Modeling
8. Image Captioning as an Assistive Technology: Lessons Learned from VizWiz 2020 Challenge
   2020/12/21 by Pierre Dognin, Dognin, Pierre, Igor Melnyk +15 · 1 citation
   Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
9. Reprogramming Pretrained Language Models for Antibody Sequence Infilling
   2022/10/05 by Igor Melnyk, Vijil Chenthamarakshan, Melnyk, Igor +11 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Medicine · #Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences #Glycosylation and Glycoproteins Research #Machine Learning (cs.LG) #Monoclonal and Polyclonal Antibodies Research #vaccines and immunoinformatics approaches
10. Auditing and Generating Synthetic Data with Controllable Trust Trade-offs
    2023/04/21 by Brian Belgodere, Pierre Dognin, Belgodere, Brian +24 · 1 citation
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
11. Improved Neural Text Attribute Transfer with Non-parallel Data
    2017/11/26 by Igor Melnyk, Cícero Nogueira dos Santos, Melnyk, Igor +7 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Sentiment Analysis and Opinion Mining
12. When in Doubt, Cascade: Towards Building Efficient and Capable Guardrails
    2024/07/08 by Manish Nagireddy, Nagireddy, Manish, Inkit Padhi +5 · 1 citation
    Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Transportation Safety and Impact Analysis