Mona Diab
- OPT: Open Pre-trained Transformer Language Models
2022/05/02 by Susan Zhang, Stephen Roller, Zhang, Susan +35 · 2 voices · 269 citations
#cs.CL #cs.LG
- Efficient Large Scale Language Modeling with Mixtures of Experts
2021/12/20 by Mikel Artetxe, Shruti Bhosale, Artetxe, Mikel +47 · 1 voice · 16 citations
Computer Science · #Topic Modeling #Expert finding and Q&A systems #Machine Learning in Healthcare
- Can Large Language Models Infer Causation from Correlation?
2023/06/09 by Zhijing Jin, Jin, Zhijing, Jiarui Liu +13 · 20 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Graph Neural Networks
- Investigating Cultural Alignment of Large Language Models
2024/02/20 by Badr AlKhamissi, AlKhamissi, Badr, Muhammad ElNokrashy +5 · 25 citations
Computer Science · Social Sciences · #Topic Modeling #Natural Language Processing Techniques #Computational and Text Analysis Methods
- Few-shot Learning with Multilingual Language Models
2021/12/20 by Xi Victoria Lin, Lin, Xi Victoria, Todor Mihaylov +39 · 11 citations
Computer Science · #Topic Modeling #Hate Speech and Cyberbullying Detection #Natural Language Processing Techniques
- Evaluating Large Language Model Biases in Persona-Steered Generation
2024/05/30 by Andy Liu, Liu, Andy, Mona Diab +3 · 19 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Persona Design and Applications
- BIG5-CHAT: Shaping LLM Personalities Through Training on Human-Grounded Data
2024/10/21 by Wenkai Li, Jing Liu, Li, Wenkai +9 · 15 citations
Social Sciences · #Artificial Intelligence in Law #Computational and Text Analysis Methods
- Overview for the Second Shared Task on Language Identification in\n Code-Switched Data
2019/09/27 by Giovanni Molina, Fahad AlGhamdi, Molina, Giovanni +11 · 4 citations
Social Sciences · Computer Science · #Multilingual Education and Policy #Digital Communication and Language
- Diversity, Density, and Homogeneity: Quantitative Characteristic Metrics for Text Collections
2020/03/19 by Yi-An Lai, Lai, Yi-An, Xuan Zhu +5 · 3 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Authorship Attribution and Profiling
- Grass: Compute Efficient Low-Memory LLM Training with Structured Sparse Gradients
2024/06/25 by Aashiq Muhamed, Muhamed, Aashiq, Oscar Li +7 · 4 citations
Computer Science · #Advanced Neural Network Applications #Machine Learning and Algorithms #Neural Networks and Applications
- SAEs Can Improve Unlearning: Dynamic Sparse Autoencoder Guardrails for Precision Unlearning in LLMs
2025/04/11 by Aashiq Muhamed, Jacopo Bonato, Muhamed, Aashiq +5 · 7 citations
Engineering · #Medical Imaging and Analysis
- Analyzing the Role of Semantic Representations in the Era of Large Language Models
2024/05/02 by Zhijing Jin, Yuen Chen, Jin, Zhijing +13 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies #Topic Modeling
- Position: Mechanistic Interpretability Should Prioritize Feature Consistency in SAEs
2025/05/26 by Xiangchen Song, Aashiq Muhamed, Song, Xiangchen +13 · 3 citations
Arts and Humanities · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Historical Studies in Central America #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Generative Value Conflicts Reveal LLM Priorities
2025/09/29 by Andy Liu, Kshitish Ghate, Liu, Andy +9 · 1 voice · 2 citations
#cs.CL #cs.AI #cs.LG
- Intrinsic Bias is Predicted by Pretraining Data and Correlates with Downstream Performance in Vision-Language Encoders
2025/02/11 by Kshitish Ghate, Ghate, Kshitish, Isaac Slaughter +7 · 1 citation
Computer Science · #Machine Learning and Data Classification #Multimodal Machine Learning Applications #Advanced Neural Network Applications
- LLM Microscope: What Model Internals Reveal About Answer Correctness and Context Utilization
2025/10/05 by Jiarui Liu, Liu, Jiarui, Joanna Jain +5 · 2 citations
Computer Science · Medicine · #Explainable Artificial Intelligence (XAI) #Artificial Intelligence in Healthcare and Education #Domain Adaptation and Few-Shot Learning
- Biases Propagate in Encoder-based Vision-Language Models: A Systematic Analysis From Intrinsic Measures to Zero-shot Retrieval Outcomes
2025/06/06 by Kshitish Ghate, Tessa Elizabeth Sadie Charlesworth, Ghate, Kshitish +5 · 2 citations
Computer Science · Social Sciences · Medicine · #Multimodal Machine Learning Applications #Ethics and Social Impacts of AI #Artificial Intelligence in Healthcare and Education
- Towards Global AI Inclusivity: A Large-Scale Multilingual Terminology Dataset (GIST)
2024/12/24 by Jiarui Liu, Iman Ouzzani, Liu, Jiarui +13 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- Evaluating Multi-Turn Multimodal Diagnostic Reasoning on Challenging Real-World Clinical Cases
2026/07/28 by Rui Yang, Weihao Xuan, Yi Lin +23
#cs.CL #cs.AI
- ExpressionCueLens: A Cross-Cultural Analysis of Human-AI Companion Conversations on Social Media
2026/07/15 by Lynnette Hui Xian Ng, Yunze Xiao, Lionel Z. Wang +2
#cs.HC