Lucian Popa
- Jellyfish: Networking Data Centers Randomly
2011/10/08 by Ankit Singla, Singla, Ankit, Chi-Yao Hong +5 · 2 voices · 5 citations
Computer Science · Engineering · #Advanced Optical Network Technologies #Interconnection Networks and Systems #Software-Defined Networks and 5G #cs.NI
- MTRAG: A Multi-Turn Conversational Benchmark for Evaluating Retrieval-Augmented Generation Systems
2025/01/07 by Yannis Katsis, Sara Rosenthal, Katsis, Yannis +17 · 19 citations
Computer Science · Engineering · #Speech and dialogue systems #Power Systems and Technologies #Topic Modeling
- AUTOMATA: Gradient Based Data Subset Selection for Compute-Efficient Hyper-parameter Tuning
2022/03/15 by Krishnateja Killamsetty, Guttu Sai Abhishek, Killamsetty, Krishnateja +10 · 4 citations
Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning and Data Classification #Multimodal Machine Learning Applications
- Leveraging Abstract Meaning Representation for Knowledge Base Question Answering
2020/12/03 by Pavan Kapanipathi, Kapanipathi, Pavan, Ibrahim Abdelaziz +57 · 3 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Are Human Explanations Always Helpful? Towards Objective Evaluation of Human Natural Language Explanations
2023/05/04 by Bingsheng Yao, Prithviraj Sen, Yao, Bingsheng +7 · 4 citations
Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Low-resource Deep Entity Resolution with Transfer and Active Learning
2019/06/17 by Jungo Kasai, Kasai, Jungo, Kun Qian +7 · 2 citations
Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling #Web Data Mining and Analysis
- MILO: Model-Agnostic Subset Selection Framework for Efficient Model Training and Tuning
2023/01/30 by Alexandre Evfimievski, Killamsetty, Krishnateja, Tejaswini Pedapati +8 · 2 citations
Computer Science · #Machine Learning and Data Classification #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning
- DELIFT: Data Efficient Language model Instruction Fine Tuning
2024/11/07 by Ishika Agarwal, Agarwal, Ishika, Krishnateja Killamsetty +5 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- ConTReGen: Context-driven Tree-structured Retrieval for Open-domain Long-form Text Generation
2024/10/20 by Kashob Kumar Roy, Pritom Saha Akash, Roy, Kashob Kumar +5 · 2 citations
Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- Beyond Labels: Empowering Human Annotators with Natural Language Explanations through a Novel Active-Learning Architecture
2023/05/22 by Bingsheng Yao, Yao, Bingsheng, Ishan Jindal +18 · 1 citation
Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Online Learning and Analytics #Topic Modeling
- Data exchange: getting to the core
2005/03/01 by Ronald Fagin, Phokion G. Kolaitis, Lucian Popa · 1 citation
Computer Science · #Advanced Database Systems and Queries #Semantic Web and Ontologies #Data Management and Algorithms
- Composing schema mappings
2005/12/01 by Ronald Fagin, Phokion G. Kolaitis, Lucian Popa +1 · 1 citation
Computer Science · Decision Sciences · #Semantic Web and Ontologies #Advanced Database Systems and Queries #Data Quality and Management