Thrush, Tristan
- BLOOM: A 176B-Parameter Open-Access Multilingual Language Model
2022/11/09 by Workshop, BigScience, :, Scao, Teven Le +391 · 122 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Winoground: Probing Vision and Language Models for Visio-Linguistic Compositionality
2022/04/07 by Tristan Thrush, Thrush, Tristan, Ryan Jiang +11 · 66 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Dynabench: Rethinking Benchmarking in NLP
2021/04/07 by Kiela, Douwe, Bartolo, Max, Nie, Yixin +16 · 41 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Learning from the Worst: Dynamically Generated Datasets to Improve\n Online Hate Detection
2020/12/31 by Bertie Vidgen, Tristan Thrush, Vidgen, Bertie +5 · 16 citations
Computer Science · #Hate Speech and Cyberbullying Detection #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning
- The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset
2023/03/07 by Hugo Laurençon, Lucile Saulnier, Laurençon, Hugo +104 · 14 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Natural Language Processing Techniques #Biomedical Text Mining and Ontologies
- DataPerf: Benchmarks for Data-Centric AI Development
2022/07/20 by Mark Mazumder, Mazumder, Mark, Colby Banbury +78 · 6 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Dynaboard: An Evaluation-As-A-Service Platform for Holistic Next-Generation Benchmarking
2021/05/21 by Zhiyi Ma, Kawin Ethayarajh, Ma, Zhiyi +15 · 5 citations
Computer Science · #Topic Modeling #Software Engineering Research #Explainable Artificial Intelligence (XAI)
- Evaluate & Evaluation on the Hub: Better Best Practices for Data and Model Measurements
2022/09/30 by Leandro von Werra, von Werra, Leandro, Lewis Tunstall +35 · 5 citations
Computer Science · Materials Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning in Materials Science
- Improving Pretraining Data Using Perplexity Correlations
2024/09/09 by Tristan Thrush, Thrush, Tristan, Christopher Potts +3 · 9 citations
Computer Science · #Computation and Language (cs.CL) #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
- ColorSwap: A Color and Word Order Dataset for Multimodal Evaluation
2024/02/07 by Jirayu Burapacheep, Ishan Gaur, Burapacheep, Jirayu +5 · 3 citations
Psychology · #Categorization, perception, and language #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Towards Language Models That Can See: Computer Vision Through the LENS of Natural Language
2023/06/28 by Berrios, William, Mittal, Gautam, Thrush, Tristan +2 · 2 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- I am a Strange Dataset: Metalinguistic Tests for Language Models
2024/01/10 by Thrush, Tristan, Moore, Jared, Monares, Miguel +2 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Investigating Novel Verb Learning in BERT: Selectional Preference\n Classes and Alternation-Based Syntactic Generalization
2020/11/04 by Tristan Thrush, Ethan Wilcox, Thrush, Tristan +3 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- ANLIzing the Adversarial Natural Language Inference Dataset
2020/10/24 by Adina Williams, Williams, Adina, Tristan Thrush +3 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Models in the Loop: Aiding Crowdworkers with Generative Annotation Assistants
2021/12/16 by Max Bartolo, Tristan Thrush, Bartolo, Max +9 · 1 citation
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Mobile Crowdsensing and Crowdsourcing
- Rover Relocalization for Mars Sample Return by Virtual Template Synthesis and Matching
2021/03/05 by Pham, Tu-Hoa, Seto, William, Daftry, Shreyansh +11 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
- MixMin: Finding Data Mixtures via Convex Minimization
2025/02/14 by Thudi, Anvith, Rovers, Evianne, Ruan, Yangjun +2 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Dynatask: A Framework for Creating Dynamic AI Benchmark Tasks
2022/04/05 by Tristan Thrush, Kushal Tirumala, Thrush, Tristan +17 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research