---
title: "Few Shot NLP Intent Classification"
url: https://daily.dev/posts/few-shot-nlp-intent-classification-s6hledzry
source_url: https://towardsai.net/p/machine-learning/few-shot-nlp-intent-classification
type: article
source: "Towards AI"
published: 2024-05-14T11:54:01.515Z
updated: 2024-05-14T11:54:01.081Z
tags: ["nlp", "bots", "llm"]
reading_time: 2
upvotes: 0
comments: 0
language: en
---

> ## Documentation Index
> Fetch the complete documentation index at: https://daily.dev/llms.txt
> Use this file to discover all available pages before exploring further.

# Few Shot NLP Intent Classification

**[Towards AI](https://daily.dev/sources/tai)** · 2 min read · 0 upvotes · 0 comments

## Summary

The post discusses a 2-step approach for restricting Large Language Models (LLMs) to a desired domain in intent classification for chatbots. It highlights the limitations of a purely prompt-based approach and suggests the use of heuristics and LLM calls for preprocessing. The article emphasizes the importance of following a domain-specific approach with LLMs.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://towardsai.net/p/machine-learning/few-shot-nlp-intent-classification>

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---

Tags: [#nlp](https://daily.dev/tags/nlp), [#bots](https://daily.dev/tags/bots), [#llm](https://daily.dev/tags/llm)

[View this post on daily.dev](https://daily.dev/posts/few-shot-nlp-intent-classification-s6hledzry)