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Posts by Thiago Martins
IR evaluation metrics with uncertainty estimates
Compare different metrics and their uncertainty in the passage ranking dataset.
Build a basic text search application from python with Vespa: Part 2
Evaluate search engine experiments from python.
Build a News recommendation app from python with Vespa: Part 3
Part 3 - Efficient use of click-through rate via parent-child relationship.
Build sentence/paragraph level QA application from python with Vespa
Retrieve paragraph and sentence level information with sparse and dense ranking features.
Build a News recommendation app from python with Vespa: Part 2
Part 2 - From news search to news recommendation with embeddings.
Build a News recommendation app from python with Vespa: Part 1
Part 1 - News search functionality.
Run search engine experiments in Vespa from python
Three ways to get started with pyvespa.
Build a basic text search application from python with Vespa
Introducing pyvespa simplified API. Build Vespa application from python with few lines of code.
Fine-tuning a BERT model for search applications
How to ensure training and serving encoding compatibility.
Fine-tuning a BERT model with transformers
Setup a custom Dataset, fine-tune BERT with Transformers Trainer and export the model via ONNX.
Vespa.ai and the CORD-19 public API
The Vespa team has been working non-stop to put together the cord19.vespa.ai search app based on the COVID-19 Open Research Dataset (CORD-19) released by the...
Learning to Rank with Vespa – Getting started with Text Search
Vespa.ai have just published two tutorials to help people to get started with text search applications by building scalable solutions with Vespa. The tutorials were...
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