AI in Production
Dragan KraljevićFrom customers and annotations to large language models and AI platforms, everything doXray does to run AI in production.
| Platform |  | Pricing | Only free issues | Publishes | Weekly |
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| Issues | 10 | Founded | 3 years ago | Last Issue | 2 years ago |
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blog.doxray.comLatest Issues
Generative (TrOCR) models calibration
Introduction to model calibration
Calibrating a model means aligning the confidence predictions with output probabilities. Essentially, when the model’s softmax output for a certain class (or a certain token in the generative scenario) i...
LinguaAI: AI-Powered Personalized Conversations for Comprehensive Language Learning
As the accessibility of Large Language Models (LLMs) via APIs surges, a proliferation of opportunities for AI-centric innovations becomes evident. Answering this call is the nascent discipline of prompt engineering, distinguishing itself fr...
Multi-Task Learning with Intermediate Continual Learning for Industry NLP Use Cases
Image 0: a) Shared Encoder, b) Adapter, c) Hypernetwork.
Background and motivation
Since the introduction of the pre-train and fine-tune transfer learning paradigm introduced by Devlin et al. (2019), the approach has been preserved u...
Exploring State-of-the-Art Models for Document-Level Entity Relation Extraction
Document-level entity relation extraction involves identifying and categorizing relationships between entities mentioned within whole documents, rather than individual sentences.
Document-level entity relation extraction presents unique ch...
Named Entity Recognition Using Question Answering in Zero- and Few-Shot Settings
The human race produces copious amounts of documents daily to aid its effective functioning. Even though digitalization allows the automatic processing of documents when they are stored in an appropriate format, this is not the case for doc...
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