Melanie Subbiah

1. Language Models are Few-Shot Learners
   2020/05/28 by T. B. Brown, Tom B. Brown, Benjamin Mann +61 · 16 voices · 4981 citations
   Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.CL
2. Check-COVID: Fact-Checking COVID-19 News Claims with Scientific Evidence
   2023/05/29 by Gengyu Wang, Kate Harwood, Wang, Gengyu +9 · 5 citations
   Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Misinformation and Its Impacts #Topic Modeling
3. SafeText: A Benchmark for Exploring Physical Safety in Language Models
   2022/10/18 by Sharon Levy, Emily Allaway, Levy, Sharon +11 · 2 citations
   Computer Science · Health Professions · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Occupational Health and Safety Research #Software Engineering Research #Topic Modeling
4. Reading Subtext: Evaluating Large Language Models on Short Story Summarization with Writers
   2024/03/02 by Melanie Subbiah, Subbiah, Melanie, Zhang, Sean +4 · 3 citations
   Computer Science · Social Sciences · #Natural Language Processing Techniques #Topic Modeling #Computational and Text Analysis Methods
5. Mitigating Covertly Unsafe Text within Natural Language Systems
   2022/10/17 by Alex Mei, Mei, Alex, Anisha Kabir +17 · 1 citation
   Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital and Cyber Forensics #FOS: Computer and information sciences #Machine Learning (cs.LG) #User Authentication and Security Systems
6. Unsupervised Selective Rationalization with Noise Injection
   2023/05/27 by Adam Storek, Storek, Adam, Melanie Subbiah +3 · 1 citation
   Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
7. AdvSumm: Adversarial Training for Bias Mitigation in Text Summarization
   2025/06/06 by Mukur Gupta, Nikhil Reddy Varimalla, Gupta, Mukur +7 · 2 citations
   Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Misinformation and Its Impacts #Text Readability and Simplification #Topic Modeling