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Natural Language Processing Programming Tutorials & Engineering Articles
64 Natural Language Processing tutorials, guides, and engineering insights from NVIDIA, LinkedIn, and Pinterest
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Natural Language Processing Articles & Tutorials
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The article reviews Airbnb's significant advancements in research and technology throughout 2025, focusing on their participation in key conferences and the impactful papers presented.
Malay Haldar
12 min read
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The article discusses the performance improvements delivered by NVIDIA's Blackwell architecture in MLPerf Training v5. 0, showcasing up to 2.
Sukru Burc Eryilmaz
12 min read
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The article discusses Dynamic Memory Compression (DMC), a technology developed by NVIDIA to enhance the efficiency of large language models (LLMs) by adaptively compressing the conversation state.
Edoardo Maria Ponti
8 min read
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The article discusses the significant performance improvements of the NVIDIA Blackwell platform in LLM training, showcasing its capabilities in the latest MLPerf Training v4. 1 benchmarks.
Sukru Burc Eryilmaz
8 min read
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The article discusses how NVIDIA NIM can transform financial analysis by enabling faster and more accurate insights extraction from earnings call transcripts.
Guilherme Pombo
13 min read
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The article introduces five new technical courses offered by NVIDIA aimed at enhancing skills in AI and data science.
ApacheApache ArrowApache SparkComputer VisionNatural Language ProcessingPrompt EngineeringPyTorchTransformerTransformersXGBoost
Rachel Ho
4 min read
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NVIDIA has introduced generative AI services aimed at enhancing language, visual content, and biology applications.
BERTCLIPDeep LearningGenerative AIGPTLarge Language ModelsNatural Language ProcessingRLHFStable DiffusionT5
Annamalai Chockalingam
5 min read
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The article discusses the NVIDIA GTC 2023 conference, highlighting its extensive training opportunities in AI, HPC, and the metaverse.
Ann Sheridan
5 min read
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This article discusses the optimization of hash maps for GPU acceleration, focusing on their memory access patterns and performance benefits.
Daniel Juenger
18 min read
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The NVIDIA Grace Hopper Superchip Architecture represents a significant advancement in heterogeneous computing, combining NVIDIA Grace CPUs and Hopper GPUs to optimize performance for AI and high-p...
Deep LearningEmbeddingFortranGPTGraph Neural NetworksNatural Language ProcessingNeural NetworksPythonRenderTransformer
Jonathon Evans
15 min read
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The article discusses the transformative role of Natural Language Processing (NLP) in enhancing cybersecurity measures.
Bartley Richardson
4 min read
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The article discusses NVIDIA's advancements in MLPerf Training v2. 0, highlighting the full-stack optimizations that enhance performance across various AI workloads.
Ashraf Eassa
14 min read
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NVIDIA experts will present advancements in robotics, Graph Neural Networks (GNNs), and Natural Language Processing (NLP) at the WeAreDevelopers World Congress in Berlin.
Marjut Dieringer
4 min read
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The article discusses the optimization of enterprise IT workloads using NVIDIA-Certified Systems, addressing the challenges of selecting appropriate hardware for GPU-accelerated applications.
Charu Chaubal
6 min read
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The article highlights the NVIDIA Deep Learning Institute's (DLI) hands-on workshops at NVIDIA GTC, featuring expert instructors who guide participants in creating GPU-accelerated applications.
Craig Clawson
5 min read
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The article provides insights into the upcoming GTC event, highlighting key sessions focused on AI technologies such as computer vision, NLP, recommenders, and robotics.
Michelle Horton
6 min read
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This article introduces the foundational techniques for preparing text data for Natural Language Processing (NLP) using vectorization, hashing, and tokenization.
Edward Krueger
10 min read
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The article discusses SearchSage, a search query representation model developed by Pinterest to enhance the relevance of search results and user engagement.
Pinterest Engineering
14 min read
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The article discusses the completion of member knowledge graphs using Graph Neural Networks (GNNs), specifically introducing a novel model called Entity-BERT.
BERTGraph Neural NetworksMachine LearningNatural Language ProcessingNeural NetworksSolidTransformerTransformers
Jaewon Yang
7 min read
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NVIDIA is offering a limited-time 50% discount on hands-on training from the NVIDIA Deep Learning Institute (DLI) through December 3, 2021.
Tianna Nguy
2 min read
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The article discusses SearchSage, a search query representation developed at Pinterest to enhance search retrieval and ranking.
Computer VisionEmbeddingModalNatural Language ProcessingPythonPyTorchTensorFlowTransformerTransformers
Pinterest Engineering
11 min read
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The article discusses hands-on training opportunities in AI, data science, and accelerated computing available at the NVIDIA GTC conference.
Craig Clawson
2 min read
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This article discusses the advancements in real-time natural language processing using BERT and NVIDIA TensorRT 8. 0, highlighting significant improvements in inference latency and performance.
Purnendu Mukherjee
17 min read
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The article provides an updated guide on using NVIDIA TensorRT 8. 0 for speeding up deep learning inference.
Josh Park
21 min read
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The NVIDIA Deep Learning Institute (DLI) has extended its public workshop summer series through September 2021, offering live virtual classes with NVIDIA-certified instructors.
Brad Nemire
2 min read
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The article discusses the advancements and challenges in applying Natural Language Processing (NLP) across various languages, emphasizing the need for large-scale models and the engineering efforts...
Adam Grzywaczewski
14 min read
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The NVIDIA Deep Learning Institute (DLI) has announced its public workshop schedule for the summer of 2021, offering a variety of courses focused on AI, data science, and accelerated computing.
Brad Nemire
2 min read
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The article discusses the integration of Natural Language Processing (NLP) and NVIDIA Morpheus to enhance predictive maintenance through root cause analysis.
Gorkem Batmaz
5 min read
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This article discusses the winning solution by NVIDIA's team in the Booking.
Deep LearningGRUMachine LearningNatural Language ProcessingPandasPyTorchSpringTensorFlowTransformerTransformers
Carol McDonald
20 min read
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The article discusses techniques for scaling language model training to a trillion parameters using NVIDIA's Megatron framework.
Deepak Narayanan
15 min read
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The NVIDIA Deep Learning Institute is hosting nine instructor-led workshops at GTC from April 12-16, focusing on advanced software development topics in AI, accelerated computing, and data science.
Brad Nemire
3 min read
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The article discusses the development of a Question and Answering (QA) service utilizing Natural Language Processing (NLP) with NVIDIA NGC and Google Cloud.
BERTDockerGoogle CloudGoogle Cloud StoragegRPCNatural Language ProcessingPythonPyTorchShellTensorFlowTransformersYAML
James Sohn
10 min read
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The NVIDIA Deep Learning Institute (DLI) has launched public workshops for the first time, making instructor-led training accessible to individual developers, data scientists, researchers, and stud...
Brad Nemire
2 min read
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The article highlights the work of Lorenzo Baraldi, an Assistant Professor at the University of Modena and Reggio Emilia, focusing on the integration of Vision, Language, and Embodied AI using NVID...
Brad Nemire
6 min read
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Determined AI's deep learning application is now available on the NVIDIA NGC catalog, providing an open-source platform that simplifies model building for deep learning engineers.
Nefi Alarcon
2 min read
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The article discusses the importance of updating AI product performance metrics from throughput to time-to-solution (TTS) to ensure models not only perform quickly but also accurately.
Shar Narasimhan
9 min read
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This article provides a comprehensive guide on deploying a Natural Language Processing service, specifically a BERT Question-Answering model, on a Kubernetes cluster using Helm charts from NVIDIA N...
BERTDockerGoogle CloudGoogle Cloud StoragegRPCHelmIstioKubernetesNatural Language ProcessingShellTensorFlowYAML
James Sohn
11 min read
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The article discusses the development and capabilities of BioMegatron, a state-of-the-art language model for biomedical and clinical natural language processing (NLP).
Vanessa Braunstein
7 min read
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The article discusses the upcoming GPU Technology Conference (GTC) focusing on AI and deep learning presentations.
Nefi Alarcon
4 min read
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The article discusses the growing importance of Transformer-based models in natural language processing (NLP) and highlights a training workshop offered by the NVIDIA Deep Learning Institute.
Nefi Alarcon
2 min read
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DeepPavlov is an open-source framework designed for building chatbots and virtual assistants, featuring predefined components for Natural Language Processing (NLP) tasks.
Nefi Alarcon
2 min read
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This article introduces the concept of distilling BERT using multimetric Bayesian optimization, aiming to optimize model performance while managing size.
Meghana Ravikumar
8 min read
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Microsoft Research has developed a BERT-based AI model named PubMedBERT that significantly enhances natural language processing in biomedicine, outperforming previous methods.
Nefi Alarcon
2 min read
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DeText is an open-source deep NLP framework designed for intelligent text understanding, enhancing search and recommendation systems.
Weiwei Guo
10 min read
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The article discusses Pinterest's Interest Taxonomy, a knowledge graph management system designed to enhance content understanding and trend analysis on the platform.
Pinterest Engineering
9 min read
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This article provides a comprehensive guide on deploying real-time Text-to-Speech (TTS) applications using NVIDIA's TensorRT, focusing on the conversion of PyTorch models to TensorRT for optimized ...
Grzegorz Karch
12 min read
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The article discusses how LinkedIn leverages Natural Language Processing (NLP) to enhance user support by predicting the best answers to help requests.
Sanmin Liu
12 min read
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The article discusses NVIDIA's advancements in AI inference performance, highlighting the capabilities of the TensorRT 5 optimizer and the NVIDIA T4 and V100 GPUs.
Dave Salvator
4 min read
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The article discusses the implementation of a scalable comment ranking system on LinkedIn that utilizes machine learning to enhance user engagement by surfacing the most relevant comments.
Divye Kapoor
14 min read
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The article introduces Qingbo Hu, a Senior Business Analytics Associate at LinkedIn, highlighting his background, projects, and interests.
Chi-Yi Kuan
5 min read
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