Margaret Li
- Byte Latent Transformer: Patches Scale Better Than Tokens
2024/12/13 by Artidoro Pagnoni, Ram Pasunuru, Pagnoni, Artidoro +27 · 17 voices · 42 citations
Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling #cs.CL
- Artificial Hivemind: The Open-Ended Homogeneity of Language Models (and Beyond)
2025/10/27 by Liwei Jiang, Jiang, Liwei, Yuanjun Chai +17 · 15 voices · 13 citations
#cs.CL
- Branch-Train-Merge: Embarrassingly Parallel Training of Expert Language Models
2022/08/05 by Margaret Li, Li, Margaret, Suchin Gururangan +11 · 2 voices · 11 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
- In-context Pretraining: Language Modeling Beyond Document Boundaries
2023/10/16 by Weijia Shi, Sewon Min, Shi, Weijia +17 · 16 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- (Mis)Fitting: A Survey of Scaling Laws
2025/02/26 by Margaret Li, Li, Margaret, Sneha Kudugunta +3 · 1 voice · 6 citations
Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Methodology (stat.ME) #Stochastic Gradient Optimization Techniques #cs.AI #cs.CL #cs.LG #stat.ME
- Don't Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood Training
2019/11/10 by Margaret Li, Li, Margaret, Stephen Roller +11 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Open-Domain Conversational Agents: Current Progress, Open Problems, and Future Directions
2020/06/22 by Stephen Roller, Y-Lan Boureau, Roller, Stephen +29 · 4 citations
Computer Science · #AI in Service Interactions #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Topic Modeling
- Breaking the Curse of Multilinguality with Cross-lingual Expert Language Models
2024/01/19 by Terra Blevins, Tomasz Limisiewicz, Blevins, Terra +11 · 5 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Recipes for Safety in Open-domain Chatbots
2020/10/14 by Jing Xu, Da Young Ju, Xu, Jing +9 · 4 citations
Computer Science · #AI in Service Interactions #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Topic Modeling
- Predicting vs. Acting: A Trade-off Between World Modeling & Agent Modeling
2024/07/02 by Margaret Li, Li, Margaret, Weijia Shi +7 · 4 citations
Decision Sciences · Computer Science · #Complex Systems and Decision Making #Multi-Agent Systems and Negotiation
- A Taxonomy of Ambiguity Types for NLP
2024/03/21 by Margaret Li, Li, Margaret Y., Alisa Liu +5 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Topic Modeling
- ACUTE-EVAL: Improved Dialogue Evaluation with Optimized Questions and\n Multi-turn Comparisons
2019/09/06 by Margaret Li, Li, Margaret, Jason Weston +3 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- I love your chain mail! Making knights smile in a fantasy game world:\n Open-domain goal-oriented dialogue agents
2020/02/07 by Shrimai Prabhumoye, Margaret Li, Prabhumoye, Shrimai +11 · 2 citations
Computer Science · #Speech and dialogue systems #Topic Modeling #AI in Service Interactions