Tan, Samson
- Lessons from the Trenches on Reproducible Evaluation of Language Models
2024/05/23 by Stella Biderman, Biderman, Stella, Hailey Schoelkopf +58 · 2 voices · 36 citations
Computer Science · #Natural Language Processing Techniques
- 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
- Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP
2021/12/20 by Sabrina J. Mielke, Zaid Alyafeai, Mielke, Sabrina J. +19 · 2 voices · 20 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Machine Learning in Bioinformatics #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG
- ReCode: Robustness Evaluation of Code Generation Models
2022/12/20 by Shiqi Wang, Wang, Shiqi, Zheng Li +25 · 27 citations
Computer Science · #Advanced Malware Detection Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Software Engineering (cs.SE) #Software Engineering Research
- Large Language Models of Code Fail at Completing Code with Potential Bugs
2023/06/06 by Dinh, Tuan, Zhao, Jinman, Tan, Samson +4 · 10 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
- Robustness Gym: Unifying the NLP Evaluation Landscape
2021/01/13 by Goel, Karan, Rajani, Nazneen, Vig, Jesse +6 · 5 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- The Amazon Nova Family of Models: Technical Report and Model Card
2025/03/17 by Amazon AGI, AGI, Amazon, Langford, Aaron +867 · 20 citations
Computer Science · Engineering · #3D Modeling in Geospatial Applications #Artificial Intelligence (cs.AI) #BIM and Construction Integration #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques
- NL-Augmenter: A Framework for Task-Sensitive Natural Language\n Augmentation
2021/12/05 by Kaustubh Dhole, Dhole, Kaustubh D., Varun Gangal +221 · 5 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Learning to Generate Answers with Citations via Factual Consistency Models
2024/06/19 by Rami Aly, Zhiqiang Tang, Aly, Rami +5 · 5 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering Research #Topic Modeling
- Interpreting the Robustness of Neural NLP Models to Textual Perturbations
2021/10/14 by Yunxiang Zhang, Liangming Pan, Zhang, Yunxiang +5 · 2 citations
Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- TraVLR: Now You See It, Now You Don't! A Bimodal Dataset for Evaluating Visio-Linguistic Reasoning
2021/11/21 by Chow, Keng Ji, Tan, Samson, Kan, Min-Yen · 1 citation
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- The Risks of Machine Learning Systems
2022/04/21 by Tan, Samson, Taeihagh, Araz, Baxter, Kathy · 1 citation
#Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences
- Whodunit? Learning to Contrast for Authorship Attribution
2022/09/23 by Ai, Bo, Wang, Yuchen, Tan, Yugin +1 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Extreme Miscalibration and the Illusion of Adversarial Robustness
2024/02/27 by Vyas Raina, Raina, Vyas, Samson Tan +9 · 1 citation
Arts and Humanities · Biochemistry, Genetics and Molecular Biology · Social Sciences · #Bacillus and Francisella bacterial research #Computation and Language (cs.CL) #FOS: Computer and information sciences #History of Science and Medicine #Intelligence, Security, War Strategy