Surdeanu, Mihai
- From Words to Numbers: Your Large Language Model Is Secretly A Capable Regressor When Given In-Context Examples
2024/04/11 by Robert Vacareanu, Vacareanu, Robert, Vlad-Andrei Negru +6 · 4 voices · 27 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 · 43 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 · 8 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, Yang, Minglai, Ethan I. Huang +9 · 14 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 · 5 citations
Decision Sciences · Computer Science · #Data Quality and Management #Advanced Data Storage Technologies
- BioNLI: Generating a Biomedical NLI Dataset Using Lexico-semantic Constraints for Adversarial Examples
2022/10/26 by Mohaddeseh Bastan, Bastan, Mohaddeseh, Mihai Surdeanu +3 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- 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
- Best of Both Worlds: A Pliable and Generalizable Neuro-Symbolic Approach for Relation Classification
2024/03/05 by Robert Vacareanu, Fahmida Alam, Vacareanu, Robert +7 · 2 citations
Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Cognitive Science and Education Research #Computation and Language (cs.CL) #FOS: Computer and information sciences #Neural Networks and Applications
- CopySpec: Accelerating LLMs with Speculative Copy-and-Paste Without Compromising Quality
2025/02/13 by Razvan-Gabriel Dumitru, Minglai Yang, Dumitru, Razvan-Gabriel +5 · 3 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
- From Examples to Rules: Neural Guided Rule Synthesis for Information Extraction
2022/01/16 by Vacareanu, Robert, Valenzuela-Escarcega, Marco A., Barbosa, George C. G. +2 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- Do not Mask Randomly: Effective Domain-adaptive Pre-training by Masking In-domain Keywords
2023/07/14 by Golchin, Shahriar, Surdeanu, Mihai, Tavabi, Nazgol +1 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Memorization in In-Context Learning
2024/08/21 by Shahriar Golchin, Golchin, Shahriar, Mihai Surdeanu +7 · 2 citations
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, Vacareanu, Robert +6 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Towards Realistic Few-Shot Relation Extraction: A New Meta Dataset and Evaluation
2024/04/05 by Alam, Fahmida, Islam, Md Asiful, Vacareanu, Robert +1 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- 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