Anoop Deoras
- LeDex: Training LLMs to Better Self-Debug and Explain Code
2024/05/28 by Nan Jiang, Jiang, Nan, Xiaopeng Li +15 · 16 citations
Computer Science · Social Sciences · #Law, AI, and Intellectual Property #Artificial Intelligence in Law
- The Amazon Nova Family of Models: Technical Report and Model Card
2025/03/17 by Amazon AGI, AGI, Amazon, Aayush Shah +867 · 22 citations
Computer Science · Engineering · #3D Modeling in Geospatial Applications #Artificial Intelligence (cs.AI) #BIM and Construction Integration #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques
- Lightweight reranking for language model generations
2023/07/11 by Siddhartha Jain, Jain, Siddhartha, Xiaofei Ma +5 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- Zero-Shot Recommender Systems
2021/05/18 by Hao Ding, Ding, Hao, Yifei Ma +7 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Recommender Systems and Techniques #Topic Modeling
- Fewer Truncations Improve Language Modeling
2024/04/16 by Hantian Ding, Ding, Hantian, Zijian Wang +11 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- BASS: Batched Attention-optimized Speculative Sampling
2024/04/24 by Haifeng Qian, Qian, Haifeng, Sujan K. Gonugondla +15 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image and Video Quality Assessment #Machine Learning (cs.LG) #Visual Attention and Saliency Detection
- Automated Evaluation of Retrieval-Augmented Language Models with Task-Specific Exam Generation
2024/05/22 by Gauthier Guinet, Behrooz Omidvar-Tehrani, Guinet, Gauthier +5 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- CodeFort: Robust Training for Code Generation Models
2024/04/11 by Yuhao Zhang, Zhang, Yuhao, Shiqi Wang +19 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques #Software Engineering (cs.SE) #Software Engineering Research #Software Testing and Debugging Techniques
- Collage: Light-Weight Low-Precision Strategy for LLM Training
2024/05/06 by Tao Yu, Gaurav Gupta, Yu, Tao +17 · 2 citations
Engineering · #Advanced Surface Polishing Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Welding Techniques and Residual Stresses
- Multi-IaC-Eval: Benchmarking Cloud Infrastructure as Code Across Multiple Formats
2025/08/21 by Li Sun, Davidson, Sam, Sun, Li +5 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- MigrationBench: Repository-Level Code Migration Benchmark from Java 8
2025/05/14 by L.Q. Liu, Liu, Linbo, X. M. Liu +18 · 2 citations
Computer Science · Decision Sciences · #Software Engineering Research #Model-Driven Software Engineering Techniques #Scientific Computing and Data Management
- UTFix: Change Aware Unit Test Repairing using LLM
2025/03/19 by Shanto Rahman, Rahman, Shanto, Sachit Kuhar +13 · 1 citation
Computer Science · #Cloud Computing and Resource Management #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software System Performance and Reliability #Software Testing and Debugging Techniques