Sadhika Malladi
- CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs
2024/06/26 by Zirui Wang, Wang, Zirui, Mengzhou Xia +23 · 1 voice · 93 citations
Arts and Humanities · Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Lexicography and Language Studies #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #cs.CL #cs.CV
- Fine-Tuning Language Models with Just Forward Passes
2023/05/27 by Sadhika Malladi, Tianyu Gao, Malladi, Sadhika +11 · 1 voice · 63 citations
Computer Science · Engineering · #Ferroelectric and Negative Capacitance Devices #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG
- LESS: Selecting Influential Data for Targeted Instruction Tuning
2024/02/06 by Mengzhou Xia, Xia, Mengzhou, Sadhika Malladi +7 · 105 citations
Computer Science · #Intelligent Tutoring Systems and Adaptive Learning #Educational Technology and Assessment #Online Learning and Analytics
- Overtrained Language Models Are Harder to Fine-Tune
2025/03/24 by Jacob Mitchell Springer, Jacob M. Springer, Sachin Goyal +14 · 8 voices · 27 citations
Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
- MUSE: Machine Unlearning Six-Way Evaluation for Language Models
2024/07/08 by Weijia Shi, Shi, Weijia, Jaechan Lee +17 · 63 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- A Kernel-Based View of Language Model Fine-Tuning
2022/10/11 by Sadhika Malladi, Alexander Wettig, Malladi, Sadhika +7 · 17 citations
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Unintentional Unalignment: Likelihood Displacement in Direct Preference Optimization
2024/10/11 by Noam Razin, Sadhika Malladi, Razin, Noam +10 · 4 voices · 14 citations
Economics, Econometrics and Finance · #Economic and Environmental Valuation
- On the Validity of Modeling SGD with Stochastic Differential Equations (SDEs)
2021/02/24 by Zhiyuan Li, Sadhika Malladi, Li, Zhiyuan +3 · 9 citations
Computer Science · #Neural Networks and Applications #Stochastic Gradient Optimization Techniques #Machine Learning and ELM
- Adaptive Data Optimization: Dynamic Sample Selection with Scaling Laws
2024/10/15 by Yiding Jiang, Jiang, Yiding, Allan Zhou +7 · 9 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
- A Mathematical Exploration of Why Language Models Help Solve Downstream Tasks
2020/10/07 by Nikunj Saunshi, Saunshi, Nikunj, Sadhika Malladi +3 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
- Metadata Conditioning Accelerates Language Model Pre-training
2025/01/03 by Tianyu Gao, Alexander Wettig, Gao, Tianyu +9 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- Provable unlearning in topic modeling and downstream tasks
2024/11/19 by Stanley Wei, Sadhika Malladi, Wei, Stanley +4 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling