Chen, Howard
- WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents
2022/07/04 by Yao, Shunyu, Chen, Howard, Yang, John +1 · 152 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs
2024/06/26 by Zirui Wang, Wang, Zirui, Mengzhou Xia +23 · 1 voice · 75 citations
Arts and Humanities · Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Lexicography and Language Studies #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #cs.CL #cs.CV
- What In-Context Learning "Learns" In-Context: Disentangling Task Recognition and Task Learning
2023/05/16 by Jane Pan, Pan, Jane, Tianyu Gao +5 · 17 citations
Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
- COLLIE: Systematic Construction of Constrained Text Generation Tasks
2023/07/17 by Shunyu Yao, Yao, Shunyu, Howard Chen +7 · 14 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
- Walking Down the Memory Maze: Beyond Context Limit through Interactive Reading
2023/10/08 by Chen, Howard, Pasunuru, Ramakanth, Weston, Jason +1 · 13 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Autoregressive Knowledge Distillation through Imitation Learning
2020/09/15 by Lin, Alexander, Wohlwend, Jeremy, Chen, Howard +1 · 5 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Accumulating Context Changes the Beliefs of Language Models
2025/11/03 by Jiayi Geng, Geng, Jiayi, Howard Chen +11 · 4 voices · 5 citations
Medicine · Computer Science · Social Sciences · #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI) #Ethics and Social Impacts of AI
- Action-Based Conversations Dataset: A Corpus for Building More In-Depth Task-Oriented Dialogue Systems
2021/04/01 by Derek Chen, Chen, Derek, Howard Chen +7 · 4 citations
Computer Science · #Topic Modeling #Speech and dialogue systems #Natural Language Processing Techniques
- Language Models as Science Tutors
2024/02/16 by Alexis Chevalier, Jiayi Geng, Chevalier, Alexis +40 · 2 citations
Psychology · Computer Science · #Innovative Teaching and Learning Methods #Intelligent Tutoring Systems and Adaptive Learning
- Interactive Classification by Asking Informative Questions
2019/11/09 by Yu, Lili, Chen, Howard, Wang, Sida +2 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- TRAPPIST Habitable Atmosphere Intercomparison (THAI) workshop report
2021/04/02 by Fauchez, Thomas J., Turbet, Martin, Sergeev, Denis E. +31 · 1 citation
#Earth and Planetary Astrophysics (astro-ph.EP) #FOS: Physical sciences
- Are Large Language Models Reliable AI Scientists? Assessing Reverse-Engineering of Black-Box Systems
2025/05/23 by Geng, Jiayi, Chen, Howard, Arumugam, Dilip +1 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Continual Memorization of Factoids in Language Models
2024/11/11 by Howard Chen, Jiayi Geng, Chen, Howard +7 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Effects of transient stellar emissions on planetary climates of tidally-locked exo-earths
2025/05/06 by Chen, Howard, De Luca, Paolo, Hochman, Assaf +1 · 3 citations
#Earth and Planetary Astrophysics (astro-ph.EP) #FOS: Physical sciences
- Retaining by Doing: The Role of On-Policy Data in Mitigating Forgetting
2025/10/21 by Howard Chen, Chen, Howard, Noam Razin +5 · 4 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Topic Modeling