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**Description**: Download English texts, clean the data, and convert it to uppercase to prepare it for trigram model generation.
**Checklist**:
- [ ] Research preprocessing methods for text data.
…
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Description:
- We have already applied OCR to Pecha images, but the current approach struggles to recognize text from certain publishers.
- This approach focuses on preprocessing the images to enhanc…
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**Describe the bug**
Using Milvus lite as document store with default configuration causes Failed to create collection: HaystackCollection
**Error message**
Assert "!name_ids_.count(field_name)" …
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Dear authors of InstructBLIP, when I was reading the code of InstructBLIP, I found that the text processor transforms most of the input into lower case, and the outputs of model are all in lower case.…
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In the preprocessing step, it says that `package_document_as_text` parameter contains the package document as a utf-8 string.
The first step then says:
> LET package_document_content be textual …
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ROG is to process the knowledge graph into text data and then search, GCR is to search directly on the knowledge graph without any preprocessing, right？
Hoping to your reply
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## Motivation
### Background
To provide more control over the model inputs, we currently define two methods for multi-modal models in vLLM:
- The **input processor** is called inside `LLMEngi…
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### Notes
> Text only retrieval such as loading GitHub markdown into a vectorstore has proven to produce vague results with the likelihood of hallucination. Consquently work is shifting to SQL retrie…
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**Description**: Develop tests to verify the correctness of each function, including text preprocessing and trigram generation.
**Checklist**:
- [ ] Research testing strategies for NLP models, esp…
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### Title
Navigating Depression on Social Media: NLP and Cognitive Network Insights
### Leaders
Irene Sánchez Rodríguez
### Collaborators
Liber Dorizzi
Mattia Marzi
Riccardo Vella
### Brai…