Gerard de Melo

1. Knowledge Graphs
   2020/03/04 by Aidan Hogan, Eva Blomqvist, Michael Cochez +17 · 3 voices · 126 citations
   Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Data Quality and Management #Machine Learning and Algorithms
2. Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
   2022/06/09 by Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao +448 · 3 voices · 142 citations
   #cs.CL #cs.AI #cs.CY #cs.LG #stat.ML
3. Frozen CLIP Models are Efficient Video Learners
   2022/08/06 by Ziyi Lin, Shijie Geng, Lin, Ziyi +15 · 11 citations
   Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
4. SCALOR: Generative World Models with Scalable Object Representations
   2019/10/06 by Jindong Jiang, Jiang, Jindong, Sepehr Janghorbani +5 · 8 citations
   Computer Science · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
5. On the Challenges and Opportunities in Generative AI
   2024/02/28 by Laura Manduchi, Manduchi, Laura, Meister, Clara +48 · 9 citations
   Computer Science · #AI-based Problem Solving and Planning #Cognitive Computing and Networks #Evolutionary Algorithms and Applications
6. Adapting Neural Link Predictors for Data-Efficient Complex Query Answering
   2023/01/01 by Russa Biswas, Arakelyan, Erik, Lucie-Aimée Kaffee +25 · 7 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Logic in Computer Science (cs.LO) #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
7. NL-Augmenter: A Framework for Task-Sensitive Natural Language\n Augmentation
   2021/12/05 by Kaustubh Dhole, Varun Gangal, Dhole, Kaustubh D. +221 · 5 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
8. MedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models
   2023/12/20 by Yan Cai, Cai, Yan, Linlin Wang +11 · 5 citations
   Computer Science · Medicine · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Biomedical Text Mining and Ontologies
9. D-HYPR: Harnessing Neighborhood Modeling and Asymmetry Preservation for Digraph Representation Learning
   2021/12/22 by Honglu Zhou, Zhou, Honglu, Advith Chegu +9 · 2 citations
   Computer Science · Neuroscience · Physics and Astronomy · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Complex Network Analysis Techniques #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG)
10. NLSR: Neuron-Level Safety Realignment of Large Language Models Against Harmful Fine-Tuning
    2024/12/17 by Xin Yi, Yi, Xin, Shunfan Zheng +9 · 6 citations
    Computer Science · #Adversarial Robustness in Machine Learning
11. I Don't Know: Explicit Modeling of Uncertainty with an [IDK] Token
    2024/12/09 by Roi Cohen, Cohen, Roi, Konstantin Dobler +5 · 1 voice · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CL #cs.LG
12. CommitBench: A Benchmark for Commit Message Generation
    2024/03/08 by Maximilian Schall, Tamara Czinczoll, Schall, Maximilian +3 · 3 citations
    Computer Science · #Embedded Systems Design Techniques #Parallel Computing and Optimization Techniques
13. Mitigate the Gap: Investigating Approaches for Improving Cross-Modal Alignment in CLIP
    2024/06/25 by Sedigheh Eslami, Eslami, Sedigheh, Gerard de Melo +1 · 3 citations
    Arts and Humanities · #Translation Studies and Practices #Second Language Learning and Teaching #linguistics and terminology studies
14. CliMedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models in Clinical Scenarios
    2024/10/04 by Ouyang, Zetian, Yu Qiu, Qiu, Yishuai +10 · 4 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Radiomics and Machine Learning in Medical Imaging
15. TIME: Text and Image Mutual-Translation Adversarial Networks
    2020/05/27 by Bingchen Liu, Kunpeng Song, Liu, Bingchen +7 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques
16. ELSA: Evaluating Localization of Social Activities in Urban Streets using Open-Vocabulary Detection
    2024/06/03 by Maryam Hosseini, Hosseini, Maryam, Marco Cipriano +11 · 2 citations
    Energy · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #Environmental and Ecological Studies #FOS: Computer and information sciences #Latin American Urban Studies
17. Efficient Parallelization Layouts for Large-Scale Distributed Model Training
    2023/11/09 by Johannes Hagemann, Samuel Weinbach, Hagemann, Johannes +7 · 1 citation
    Computer Science · Engineering · #Distributed #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #Topic Modeling #and Cluster Computing (cs.DC)
18. Cross-Domain Learning for Classifying Propaganda in Online Contents
    2020/11/13 by Liqiang Wang, Xiaoyu Shen, Wang, Liqiang +5 · 1 citation
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Misinformation and Its Impacts #Topic Modeling
19. Learning to Predict Usage Options of Product Reviews with LLM-Generated Labels
    2024/10/16 by Leo Kohlenberg, Leonard Horns, Kohlenberg, Leo +16 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies #Web Applications and Data Management
20. Language Adaptation on a Tight Academic Compute Budget: Tokenizer Swapping Works and Pure bfloat16 Is Enough
    2024/08/28 by Konstantin Dobler, Gerard de Melo, Dobler, Konstantin +1 · 1 citation
    Decision Sciences · #Scientific Computing and Data Management
21. Fast and Effective Biomedical Entity Linking Using a Dual Encoder
    2021/03/08 by Rajarshi Bhowmik, Bhowmik, Rajarshi, Karl Stratos +3 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling