Kuldeep Singh
- RECON: Relation Extraction using Knowledge Graph Context in a Graph\n Neural Network
2020/09/18 by Anson Bastos, Abhishek Nadgeri, Bastos, Anson +11 · 4 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Graph Neural Networks
- KGPool: Dynamic Knowledge Graph Context Selection for Relation\n Extraction
2021/06/01 by Abhishek Nadgeri, Anson Bastos, Nadgeri, Abhishek +11 · 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
- How Expressive are Transformers in Spectral Domain for Graphs?
2022/01/23 by Anson Bastos, Abhishek Nadgeri, Bastos, Anson +9 · 3 citations
Computer Science · Engineering · #Advanced Graph Neural Networks #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG)
- Robust Object Tracking with Crow Search Optimized Multi-cue Particle\n Filter
2018/06/10 by Kapil Sharma, Gurjit Singh Walia, Sharma, Kapil +7 · 2 citations
Computer Science · Engineering · #Advanced Chemical Sensor Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fire Detection and Safety Systems #Remote-Sensing Image Classification #Video Surveillance and Tracking Methods
- Question Answering on Linked Data: Challenges and Future Directions
2016/01/14 by Saeedeh Shekarpour, Denis Lukovnikov, Shekarpour, Saeedeh +11 · 2 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
- Learnable Spectral Wavelets on Dynamic Graphs to Capture Global Interactions
2022/11/22 by Anson Bastos, Bastos, Anson, Abhishek Nadgeri +7 · 3 citations
Computer Science · Physics and Astronomy · Biochemistry, Genetics and Molecular Biology · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Bioinformatics and Genomic Networks
- ParaQA: A Question Answering Dataset with Paraphrase Responses for\n Single-Turn Conversation
2021/03/13 by Endri Kacupaj, Kacupaj, Endri, Barshana Banerjee +5 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs
2024/02/25 by Anson Bastos, Bastos, Anson, Kuldeep Singh +7 · 2 citations
Computer Science · Social Sciences · #Data Management and Algorithms #Data Visualization and Analytics #FOS: Computer and information sciences #Geographic Information Systems Studies #Machine Learning (cs.LG)
- Revisiting Document-Level Relation Extraction with Context-Guided Link Prediction
2024/01/22 by Monika Jain, Jain, Monika, Raghava Mutharaju +5 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Text Analysis Techniques #Biomedical Text Mining and Ontologies #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling
- Conversational Question Answering over Knowledge Graphs with Transformer\n and Graph Attention Networks
2021/04/04 by Endri Kacupaj, Kacupaj, Endri, Joan Plepi +9 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- CHOLAN: A Modular Approach for Neural Entity Linking on Wikipedia and\n Wikidata
2021/01/25 by Manoj Prabhakar Kannan Ravi, Ravi, Manoj Prabhakar Kannan, Kuldeep Singh +9 · 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
- ReOnto: A Neuro-Symbolic Approach for Biomedical Relation Extraction
2023/09/04 by Monika Jain, Kuldeep Singh, Jain, Monika +3 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Topic Modeling #Natural Language Processing Techniques
- Natural products as drug leads: exploring their potential in drug discovery and development
2024/12/02 by Kuldeep Singh, Jeetendra Kumar Gupta, Dilip Kumar Chanchal +10 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Computational Drug Discovery Methods #Microbial Natural Products and Biosynthesis #Plant biochemistry and biosynthesis