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**Context**
There is an `EmbeddingModelTextClassifier` which can classify any text (e.g. user query).
It can be used for routing to one/multiple available components. For example, to select an appro…
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#### Learning Goals
- Word embeddings
- Stemming v/s Lemmatisation
- TF-IDF Algorithm
- Sentiment Classification
### Exercise Statement
Use the nltk and scikit-learn libraries to learn basi…
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### **Project Title: AI-Powered Dream Interpretation System**
#### **Description:**
This project proposes developing an **AI-based dream interpretation system** that can analyze descriptions of …
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> If possible it would be nice to get a small subset of past dataset related to this flagged comments/post/thread from ResearchHub and some other that are neutral or considered good post. Something of…
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These models are available in live, backtesting & research in the cloud environment.
Access installed models and their revisions
```python
from huggingface_hub import scan_cache_dir
…
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## Background
We should also make sure that our documentation is kept up to date.
A scour through the open issues in this repo and also on [StackOverflow](https://stackoverflow.com/questions/tag…
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Hi,
I was wondering if you could make the code concerning semeval 2016 task 4, subtask B available. I'm interested in comparing your system with other sentiment classification systems. Please expla…
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Suppose we have a BERT NLI model trained to zero-shot classify texts given a prompt such as, for example, 'This text relates to cars.' Is it possible to use DSPy to optimise the prompt for such a mode…
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## 一言でいうと
お前たちがベースラインとして使っているSVMとNBで、お前たちの出そうとしているSOTAを記録してやったぜという話。タスクは極性判定と文書分類。bigramのBoWはかなり強力に効く、短い文書だとNB>SVM、そしてNBとSVMを組み合わせるとすごいことになる(全タスクで無双)
### 論文リンク
https://nlp.stanford.edu/pubs/s…
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https://huggingface.co/distilroberta-base
https://huggingface.co/roberta-base
Both are cased