Suchin Gururangan
- DataComp-LM: In search of the next generation of training sets for language models
2024/06/17 by Jeffrey Li, Alex Chengyu Fang, Alex Fang +121 · 2 voices · 78 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG
- Editing Models with Task Arithmetic
2022/12/08 by Gabriel Ilharco, Marco Túlio Ribeiro, Ilharco, Gabriel +11 · 147 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language\n Models
2020/09/23 by Samuel Gehman, Suchin Gururangan, Gehman, Samuel +7 · 110 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- Whose Language Counts as High Quality? Measuring Language Ideologies in Text Data Selection
2022/01/25 by Suchin Gururangan, Gururangan, Suchin, Dallas Card +14 · 2 voices · 4 citations
Computer Science · #Hate Speech and Cyberbullying Detection #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
- Time is Encoded in the Weights of Finetuned Language Models
2023/12/20 by Kai Nylund, Nylund, Kai, Suchin Gururangan +3 · 1 voice · 4 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
- LESS: Selecting Influential Data for Targeted Instruction Tuning
2024/02/06 by Mengzhou Xia, Xia, Mengzhou, Sadhika Malladi +7 · 82 citations
Computer Science · #Intelligent Tutoring Systems and Adaptive Learning #Educational Technology and Assessment #Online Learning and Analytics
- All That's 'Human' Is Not Gold: Evaluating Human Evaluation of Generated\n Text
2021/06/30 by Elizabeth A. Clark, Clark, Elizabeth, Tal August +9 · 27 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Explainable Artificial Intelligence (XAI)
- Show Your Work: Improved Reporting of Experimental Results
2019/09/06 by Jesse Dodge, Dodge, Jesse, Suchin Gururangan +7 · 17 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning and Data Classification
- DEMix Layers: Disentangling Domains for Modular Language Modeling
2021/08/11 by Suchin Gururangan, Gururangan, Suchin, Lewis, Mike +6 · 12 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- Branch-Train-Merge: Embarrassingly Parallel Training of Expert Language Models
2022/08/05 by Margaret Li, Li, Margaret, Suchin Gururangan +11 · 2 voices · 10 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #cs.CL
- SILO Language Models: Isolating Legal Risk In a Nonparametric Datastore
2023/08/08 by Sewon Min, Suchin Gururangan, Min, Sewon +11 · 1 voice · 10 citations
Computer Science · #Topic Modeling #cs.AI #cs.CL #cs.LG
- Language models scale reliably with over-training and on downstream tasks
2024/03/13 by Samir Yitzhak Gadre, Georgios Smyrnis, Gadre, Samir Yitzhak +45 · 12 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- AboutMe: Using Self-Descriptions in Webpages to Document the Effects of English Pretraining Data Filters
2024/01/12 by Li Lucy, Suchin Gururangan, Lucy, Li +12 · 3 voices · 2 citations
Computer Science · Social Sciences · #Natural Language Processing Techniques #Topic Modeling #Wikis in Education and Collaboration
- Breaking the Curse of Multilinguality with Cross-lingual Expert Language Models
2024/01/19 by Terra Blevins, Blevins, Terra, Tomasz Limisiewicz +11 · 5 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Rethinking Thinking Tokens: LLMs as Improvement Operators
2025/10/01 by Lovish Madaan, Madaan, Lovish, Aniket Didolkar +15 · 3 voices · 2 citations
Business, Management and Accounting · Computer Science · Social Sciences · #Artificial Intelligence in Law #Business Process Modeling and Analysis #Digital Rights Management and Security #cs.AI #cs.LG
- Diversity-driven Data Selection for Language Model Tuning through Sparse Autoencoder
2025/02/19 by Xianjun Yang, Shaoliang Nie, Yang, Xianjun +13 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques