Jacob M. Springer

1. Overtrained Language Models Are Harder to Fine-Tune
   2025/03/24 by Jacob M. Springer, Jacob Mitchell Springer, Springer, Jacob Mitchell +14 · 8 voices · 33 citations
   Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
2. Understanding Catastrophic Forgetting in Language Models via Implicit Inference
   2023/09/18 by Suhas Kotha, Jacob M. Springer, Kotha, Suhas +3 · 39 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
3. Repetition Improves Language Model Embeddings
   2024/02/23 by Jacob M. Springer, Springer, Jacob Mitchell, Suhas Kotha +7 · 22 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
4. Sharpness-Aware Minimization Enhances Feature Quality via Balanced Learning
   2024/05/30 by Jacob M. Springer, Vaishnavh Nagarajan, Springer, Jacob Mitchell +3 · 4 citations
   Engineering · #Industrial Vision Systems and Defect Detection
5. STRATA: Simple, Gradient-Free Attacks for Models of Code
   2020/09/28 by Jacob M. Springer, Bryn Marie Reinstadler, Springer, Jacob M. +3 · 1 citation
   Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. Mitigating Bias in RAG: Controlling the Embedder
   2025/02/24 by Taeyoun Kim, Kim, Taeyoun, Jacob M. Springer +5 · 2 citations
   Medicine · #Cardiac electrophysiology and arrhythmias #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Understanding the Influence of Synthetic Data for Text Embedders
   2025/09/07 by Jacob M. Springer, Springer, Jacob Mitchell, Vaibhav Adlakha +7 · 1 citation
   Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies #Topic Modeling