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This project is a recommendation system framework designed for building, evaluating, and operationalizing personalized item suggestion engines. It provides a comprehensive toolkit for implementing collaborative filtering and content-based algorithms, supported by an end-to-end machine learning pipeline for preparing datasets and deploying predictive models. The framework distinguishes itself through the integration of knowledge graphs to provide richer context for recommendations and the use of industry-specific patterns to accelerate system deployment. It also includes a specialized model ev
Boxmot is a multi-object tracking framework designed to follow multiple objects across video frames using motion and appearance algorithms to maintain consistent identities. It functions as a system for tracking objects with specific orientations using rotated bounding boxes and corresponding intersection-over-union computations. The project includes a re-identification model optimizer that converts neural networks into formats for hardware-accelerated execution. It also features an evolutionary hyperparameter tuner that iteratively mutates tracker settings to maximize accuracy for specific d
Updates | Datasets | Models | Environment | Running | Results | Website | Paper
This is the github repository for the paper to be appeared at EMNLP 2023 main conference: Empirical Study of Zero-Shot NER with ChatGPT.
This is the original code and dataset of the NERretrieve paper: NERetrieve: Dataset for Next Generation Named Entity Recognition and Retrieval.
The main features of katzurik/neretrieve are: Evaluation and Benchmarking.
Open-source alternatives to katzurik/neretrieve include: recommenders-team/recommenders — This project is a recommendation system framework designed for building, evaluating, and operationalizing personalized… mikel-brostrom/boxmot — Boxmot is a multi-object tracking framework designed to follow multiple objects across video frames using motion and… ej0cl6/textee — Updates | Datasets | Models | Environment | Running | Results | Website | Paper. freedomintelligence/evaluation-of-chatgpt-on-information-extraction — An Evaluation of ChatGPT on Information Extraction task, including Named Entity Recognition (NER), Relation Extraction… future-agi/ai-evaluation — Assess, Guard, and Monitor Your LLM Applications Built by Future AGI | Docs | Platform. emma1066/zero-shot-ner-with-chatgpt — This is the github repository for the paper to be appeared at EMNLP 2023 main conference: Empirical Study of Zero-Shot…