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With a few examples from each tag.
In the future this can be expanded to RAG
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# Problems
>> Case 1 : Give ontology information (Graph Schema) and extract cypher query,
>> Case 2 : Give few examples which contains knowledge graph information, and learn, and extract cypher quer…
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### Feature description
Action items:
* `FewShotExample` type should be extended with optional field representing list of input images
* method `list_few_shots` of class `Prompt` should be able t…
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E. Triantafillou et. al. [1] had experiments for few-shot learning with class imbalance to see if the class imbalance actually impacts to the performance of the few-shot learning methods.
**Resul…
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### Describe the issue
Hi there,
I have some images and some custom explain.
So I want to implement few shot learning to make summaries of my images.
This is my current implement:
```
templ…
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Story: #36
### Description
We aim to have more in depth documentation detailing few-shot and zero-shot NER
#### ACs:
Research should provide a detailed and accurate description and answer at …
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I just want to test the performance of the few-shot in-context learning capability. But I found an issue. I added the Instruction and response few-shot examples before the question and the generated r…
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# C-FSCIL (CVPR 2022)
Constrained Few-shot Class-incremental Learning, CVPR 2022. [[paper](https://arxiv.org/abs/2203.16588)][[code](https://github.com/IBM/constrained-FSCIL)]
## Institution & A…
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Thank you for your excellent work. Recently, we are trying to reproduce this work. We are wondering what factors are considered for round 1 to use the few-shot form of Thought/Action/Action Input/Obse…
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I increased my shot from 5 to 200, but the accuracy didn't improve
few shot learning中增加shot为什么正确率不会提高？将shot从5shot提高到200shot，准确率没有提高