Chien VuinTowards Data ScienceBM25S — Efficacy improvement of BM25 algorithm in document retrievalbm25s, an implementation of the BM25 algorithm in Python, utilizes Scipy and helps boost speed in Document RetrievalAug 12Aug 12
Chien VuinTowards AIRevolutionizing Named Entity Recognition with Efficient Bidirectional Transformer ModelsThe light NER model outperforms both ChatGPT and fine-tuned LLMs in zero-shot evaluations on various NER benchmarks.Jul 17Jul 17
Chien VuinTowards Data ScienceOptimizing Deep Learning Models with Weight QuantizationPractical application of weight quantization and its impact on model size and performance.Jun 71Jun 71
Chien VuinVoxel51Generate Movement from Text Descriptions with T2M-GPT — Voxel51Editor’s note: This is a guest post by Chien Vu, Ph.D., Machine Learning Researcher at Detomo, JapsanApr 28, 2023Apr 28, 2023
Chien VuinTowards Data ScienceAdvance NLP model via transferring knowledge from Cross-Encoders to Bi-EncodersData Augmentation Method to improve Bi-Encoders for Pairwise Sentence Scoring Tasks (Semantic sentence tasks)Jan 3, 20211Jan 3, 20211
Chien VuinTowards Data ScienceTrain without labeling data using Self-Supervised Learning by Relational ReasoningThe aim of this story to introduce the new approach in training unlabeled data in deep learning using Representation LearningAug 13, 20201Aug 13, 20201
Chien VuinTowards Data ScienceImproves CNN performance by applying Data TransformationAn experiment in PyTorch and Torchvision to boost your neuron network performance in Computer VisionJun 26, 2020Jun 26, 2020
Chien VuinTowards Data ScienceStandardizing Traditional Machine Learning pipelines to Tensor Computation using HummingbirdApplication of Hummingbird package from Microsoft ResearcherJun 20, 20202Jun 20, 20202
Chien VuinTowards Data SciencePush the accuracy of Machine learning model with Numerical Variable Transformation in PytorchThis story provides complete guide to implement Transformation Technique and improve accuracy with code in PytorchJun 4, 2020Jun 4, 2020
Chien VuinTowards Data ScienceA complete guide to transfer learning from English to other Languages using Sentence Embeddings…There are several applications of SBERT in English but there is still ground to explore in other languages. This story aims to guide…May 21, 20203May 21, 20203