AI-Driven Literature Synthesis Smith A., Zhang E., Doe J. Journal Nature Machine Intelligence 2024 Artificial Intelligence Knowledge Graph NLP Meta-analysis We propose an AI-driven framework for automating literature reviews using knowledge graphs and language models. DOI PDF Code Website
Deep Learning for Pathology Image Segmentation Lee B., Park S., Vega C. Conference CVPR 2023 Computer Vision Medical Imaging Deep Learning Segmentation We introduce a new U-Net variant that significantly improves segmentation performance on histopathology datasets. DOI PDF Code Website
An Open Toolkit for Natural Language Processing Kim R., Wu D. Workshop ACL NLP-OSS Workshop 2022 Natural Language Processing Open Source NER Text Classification We present NLPKit, an open-source toolkit with modular APIs for entity recognition, classification, and QA. DOI PDF Code Website
Reinforcement Learning for Adaptive Robot Control Chen L., Lin D. Journal IEEE Transactions on Robotics 2021 Robotics Reinforcement Learning Robotics Adaptive Control This paper explores reinforcement learning strategies for real-time adaptive control in robotic manipulation tasks. DOI PDF Code Website