Bertsch, Amanda
- Unlimiformer: Long-Range Transformers with Unlimited Length Input
2023/05/02 by Amanda Bertsch, Bertsch, Amanda, Uri Alon +5 · 6 voices · 19 citations
Computer Science · #Advanced Neural Network Applications #Generative Adversarial Networks and Image Synthesis #Handwritten Text Recognition Techniques #cs.CL
- From Decoding to Meta-Generation: Inference-time Algorithms for Large Language Models
2024/06/24 by Sean Welleck, Amanda Bertsch, Welleck, Sean +14 · 3 voices · 56 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- In-Context Learning with Long-Context Models: An In-Depth Exploration
2024/04/30 by Amanda Bertsch, Maor Ivgi, Bertsch, Amanda +10 · 3 voices · 36 citations
Computer Science · #Data Stream Mining Techniques #Machine Learning in Healthcare #Machine Learning and Data Classification
- It's MBR All the Way Down: Modern Generation Techniques Through the Lens of Minimum Bayes Risk
2023/10/02 by Amanda Bertsch, Alex Xie, Bertsch, Amanda +5 · 7 citations
Computer Science · #Machine Learning and Data Classification #Bayesian Modeling and Causal Inference #Machine Learning and Algorithms
- Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation
2023/05/01 by Patrick Fernandes, Fernandes, Patrick, Aman Madaan +19 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering Research #Topic Modeling
- SummQA at MEDIQA-Chat 2023:In-Context Learning with GPT-4 for Medical Summarization
2023/06/30 by Yash Mathur, Mathur, Yash, Sanketh Rangreji +9 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Prompt2Model: Generating Deployable Models from Natural Language Instructions
2023/08/23 by Vijay Viswanathan, Viswanathan, Vijay, Chenyang Zhao +7 · 3 citations
Computer Science · #Software Engineering Research #Software System Performance and Reliability #Topic Modeling
- Better Instruction-Following Through Minimum Bayes Risk
2024/10/03 by Ian Wu, Wu, Ian, Patrick Fernandes +9 · 5 citations
Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Educational Assessment and Pedagogy #FOS: Computer and information sciences
- A Taxonomy for Data Contamination in Large Language Models
2024/07/11 by Medha Palavalli, Amanda Bertsch, Palavalli, Medha +3 · 3 citations
Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #Digital and Cyber Forensics #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
- Oolong: Evaluating Long Context Reasoning and Aggregation Capabilities
2025/11/04 by Amanda Bertsch, Bertsch, Amanda, Adithya Pratapa +7 · 2 voices · 3 citations
#cs.CL #cs.AI
- Not-Just-Scaling Laws: Towards a Better Understanding of the Downstream Impact of Language Model Design Decisions
2025/03/05 by Emmy Liu, Liu, Emmy, Amanda Bertsch +20 · 5 citations
Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Natural Language Processing Techniques #Topic Modeling
- Prompt-MII: Meta-Learning Instruction Induction for LLMs
2025/10/19 by Xiao, Emily, Zeng, Yixiao, Chen, Ada +3 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences