Mihai Surdeanu
- From Words to Numbers: Your Large Language Model Is Secretly A Capable Regressor When Given In-Context Examples
2024/04/11 by Robert Vacareanu, Vlad-Andrei Negru, Vacareanu, Robert +6 · 4 voices · 19 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
- Time Travel in LLMs: Tracing Data Contamination in Large Language Models
2023/08/16 by Shahriar Golchin, Golchin, Shahriar, Mihai Surdeanu +1 · 27 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Data Contamination Quiz: A Tool to Detect and Estimate Contamination in Large Language Models
2023/11/10 by Shahriar Golchin, Golchin, Shahriar, Mihai Surdeanu +1 · 6 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Topic Modeling
- Layer-Wise Quantization: A Pragmatic and Effective Method for Quantizing LLMs Beyond Integer Bit-Levels
2024/06/25 by Razvan-Gabriel Dumitru, Vikas Yadav, Dumitru, Razvan-Gabriel +9 · 5 citations
Engineering · #Advancements in Photolithography Techniques #Advancements in Semiconductor Devices and Circuit Design #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.0 #I.2.7 #Machine Learning (cs.LG) #Semiconductor materials and devices
- How Is LLM Reasoning Distracted by Irrelevant Context? An Analysis Using a Controlled Benchmark
2025/05/24 by Minglai Yang, Ethan I. Huang, Yang, Minglai +9 · 11 citations
Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Data Contamination Report from the 2024 CONDA Shared Task
2024/07/31 by Oscar Sainz, Sainz, Oscar, Iker García-Ferrero +53 · 4 citations
Decision Sciences · Computer Science · #Data Quality and Management #Advanced Data Storage Technologies
- How May I Help You? Using Neural Text Simplification to Improve\n Downstream NLP Tasks
2021/09/09 by Hoang Van, Zheng Tang, Van, Hoang +4 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- CopySpec: Accelerating LLMs with Speculative Copy-and-Paste Without Compromising Quality
2025/02/13 by Razvan-Gabriel Dumitru, Minglai Yang, Dumitru, Razvan-Gabriel +5 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #I.2.0 #I.2.7 #Machine Learning (cs.LG) #Semantic Web and Ontologies
- Change Is the Only Constant: Dynamic LLM Slicing based on Layer Redundancy
2024/11/05 by Razvan-Gabriel Dumitru, Paul-Ioan Clotan, Dumitru, Razvan-Gabriel +7 · 1 citation
Computer Science · #Natural Language Processing Techniques #Network Packet Processing and Optimization
- Memorization in In-Context Learning
2024/08/21 by Shahriar Golchin, Mihai Surdeanu, Golchin, Shahriar +7 · 1 citation
Social Sciences · Computer Science · #Educational Tools and Methods #Multimodal Machine Learning Applications #Speech and dialogue systems
- MorphNLI: A Stepwise Approach to Natural Language Inference Using Text Morphing
2025/02/13 by Robert Vacareanu, Negru, Vlad Andrei, Camelia Lemnaru +6 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- A Dual-Hypothesis Reasoning Framework for LLM Guardrails
2026/07/20 by Md Asiful Islam, Mihai Surdeanu
#cs.AI