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## 一言でいうと
モデルの蒸留を行い精度を上げる手法を、マルチタスクにも適用した研究。蒸留では教師となるネットワークを先に学習し、教師の予測で生徒を学習させる。本研究では各タスクで教師(アンサンブルのモデル)を作成し、学習データに加え教師モデルの予測結果(分類なら分類確率=soft target)も使い学習を行う
![image](https://user-images.github…
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他の本でも良いが実践的なNLPのテクニックが学べそうなのでチェック。
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RAG workflows and/or LLM tasks commonly need to retrieve data. In our case it's often by performing semantic (or hybrid) search against one or multiple ES indices.
Sometimes, those retrieval subtaks…
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Tutorial is found here: [https://cloud.ibm.com/docs/natural-language-understanding?topic=natural-language-understanding-getting-started#getting-started-tutorial](https://github.com/users/yvah/projects…
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# Question : Implement a custom natural language understanding system for a virtual assistant.
Path to create the file : `wLHqMs/cB9Dac.py`
To assign yourself for this issue use `!assign`
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- [ ] [[2204.02311] PaLM: Scaling Language Modeling with Pathways](https://arxiv.org/abs/2204.02311)
# [PaLM: Scaling Language Modeling with Pathways](https://arxiv.org/abs/2204.02311)
## Snippet
"…
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### Preliminary research: Pre-training Knowledge Fusion
- Assume that we describe knowledge as [Subject-Predicate-Object (SPO)](http://www.gabormelli.com/RKB/Subject-Predicate-Object_(SPO)_Triple) …
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This issue proposes integrating Google's Gemini large language model (LLM) into the Webwright project to provide advanced coding assistance capabilities.
Gemini is a state-of-the-art LLM trained on a…
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Is there any way I can pass the input value with the URL, and then Craw4AI performs the search first and then starts crawling data?
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## Description
The Vale Linter (natural language linter) implements spell check and other basic rules.
_https://github.com/errata-ai/vale
**Proposed Changes:**
1.Integrate a natural language…