Statistics for Top 100 Results
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1
Cohere Fine-Tuned Large Language Models & Intent Recognition
https://cobusgreyling.medium.com/cohere-fine-tuned-large-language-models-intent-recognition-cbf6286e1543
2
Fine-tuning large language models (LLMs) in 2025 - SuperAnnotate
https://www.superannotate.com/blog/llm-fine-tuning
4
Intent Recognition using a LLM with Predefined Intentions - Medium
https://medium.com/%40aiinisghtful/intent-recognition-using-a-llm-with-predefined-intentions-4620284b72f7
5
The Ultimate Guide to Fine-Tuning LLMs from Basics to Breakthroughs
https://arxiv.org/html/2408.13296v1
6
LLMs: Fine-tuning, distillation, and prompt engineering
https://developers.google.com/machine-learning/crash-course/llm/tuning
7
My experience on starting with fine tuning LLMs with custom data
https://www.reddit.com/r/LocalLLaMA/comments/14vnfh2/my_experience_on_starting_with_fine_tuning_llms/
8
Intent Classification for Bank Chatbots through LLM Fine-Tuning
https://www.eurocc-access.eu/success-stories/intent-classification-for-bank-chatbots-through-llm-fine-tuning/
9
Do we need still need intent classification for LLM-based chatbot
https://community.openai.com/t/do-we-need-still-need-intent-classification-for-llm-based-chatbot/588949
10
LLMs for Intent Recognition - What's the potential? - Conversational AI
https://thecaicompany.com/2023/04/11/exploring-the-potential-of-llms-for-intent-recognition/
11
Enhancing Intent Recognition in Chatbots: Fine-tuning GPT-3 with ...
https://www.bitext.com/blog/fine-tuning-gpt-3-for-intent-detection/
12
[PDF] Fine-Tuning Medium-Scale LLMs for Joint Intent Classification and ...
https://aclanthology.org/2025.coling-industry.21.pdf
13
The Ultimate Guide to LLM Fine Tuning: Best Practices & Tools
https://www.lakera.ai/blog/llm-fine-tuning-guide
14
Fine-Tuning a LLM for better text extraction and formatted output?
https://www.reddit.com/r/LocalLLaMA/comments/1bdn1hw/finetuning_a_llm_for_better_text_extraction_and/
15
Intent Classification using LLMs (Hybrid) - the docs - Voiceflow
https://docs.voiceflow.com/docs/llm-intent-classification-method
16
A Beginner's Guide to LLM Intent Classification for Chatbots
https://www.vellum.ai/blog/how-to-build-intent-detection-for-your-chatbot
17
Why You Need a Large Language Model for Intent Recognition
https://cohere.com/blog/llms-for-intent-recognition
18
Improving any OpenAI Language Model by Systematically Improving ...
https://cleanlab.ai/blog/fine-tune-LLM/
19
Enhancing Intent Classifier Training with Large Language Model ...
https://www.tandfonline.com/doi/full/10.1080/08839514.2024.2414483
20
Fine-Tuning LLMs: Overview, Methods, and Best Practices - Turing
https://www.turing.com/resources/finetuning-large-language-models
21
Leveraging Large Language Models for Intent Classification - LinkedIn
https://www.linkedin.com/pulse/leveraging-large-language-models-intent-bassel-mokabel-wj1vc
22
Fine-tune large language models with reinforcement learning ... - AWS
https://aws.amazon.com/blogs/machine-learning/fine-tune-large-language-models-with-reinforcement-learning-from-human-or-ai-feedback/
24
Can LLMs understand emotions or intent? - Milvus
https://milvus.io/ai-quick-reference/can-llms-understand-emotions-or-intent
25
(PDF) Intent Classification for Bank Chatbots through LLM Fine-Tuning
https://www.researchgate.net/publication/384699757_Intent_Classification_for_Bank_Chatbots_through_LLM_Fine-Tuning
26
5 tips for fine-tuning LLMs - DataScienceCentral.com
https://www.datasciencecentral.com/5-tips-for-fine-tuning-llms/
27
Fine-Tuning Large Language Models for Specialized Use Cases
https://www.sciencedirect.com/science/article/pii/S2949761224001147
28
Finetune LLMs to teach them ANYTHING with Huggingface and ...
https://www.youtube.com/watch?v=bZcKYiwtw1I
29
How To Implement Intent Classification In NLP [7 ML & DL Models]
https://spotintelligence.com/2023/11/03/intent-classification-nlp/
30
On-device query intent prediction with lightweight LLMs to support ...
https://www.nature.com/articles/s41598-024-63380-6
31
Fine tuning a model for customer service for our specific app
https://community.openai.com/t/fine-tuning-a-model-for-customer-service-for-our-specific-app/29376
32
Fine-Tuning vs. Pre-Training: Key Differences for Language Models
https://www.sapien.io/blog/fine-tuning-vs-pre-training-key-differences-for-language-models
33
[PDF] Low-Resource Intent Detection with Language Model Instruction ...
https://aclanthology.org/2024.findings-acl.605.pdf
34
IntentGPT: Few-Shot Intent Discovery with Large Language Models
https://openreview.net/forum?id=2kvDzdC5rh¬eId=7Eo6ZkYCH5
37
IntentTuner: An Interactive Framework for Integrating Human ...
https://dl.acm.org/doi/10.1145/3613904.3642165
38
Create dataset for supervised LLM fine-tuning - Label Studio
https://labelstud.io/templates/generative-supervised-llm
39
Intent Classification Using LangChain with Code Example - YouTube
https://www.youtube.com/watch?v=Y9Gnps0yuv4
41
Fine-Tuning LLMs on Your Own Data Webinar Recording - YouTube
https://www.youtube.com/watch?v=z7XKib0cbW0
43
How to Fine-Tune LLMs for Niche Applications Models - AutoGPT
https://autogpt.net/how-to-fine-tune-llms-for-niche-applications-models/
44
Unlock AI's Full Potential: The Power of Fine-Tuning - Oracle
https://www.oracle.com/artificial-intelligence/fine-tuning/
45
RAG Vs Fine Tuning: How To Choose The Right Method
https://www.montecarlodata.com/blog-rag-vs-fine-tuning/
46
LLM Fine-Tuning for Custom AI Business Solutions - Flyaps
https://flyaps.com/blog/fine-tuning-large-language-models-for-custom-business-solutions/
47
What are Large Language Models (LLMs)? - TechTarget
https://www.techtarget.com/whatis/definition/large-language-model-LLM
48
Customize a model with Azure OpenAI in Azure AI Foundry Models
https://learn.microsoft.com/en-us/azure/ai-services/openai/how-to/fine-tuning
49
Fine Tuning Large Language Model (LLM) - GeeksforGeeks
https://www.geeksforgeeks.org/deep-learning/fine-tuning-large-language-model-llm/
50
Building Domain-Specific LLMs: Examples and Techniques
https://kili-technology.com/large-language-models-llms/building-domain-specific-llms-examples-and-techniques
51
Fine-Tuning LLMs: A Guide With Examples - DataCamp
https://www.datacamp.com/tutorial/fine-tuning-large-language-models
52
RAG vs. fine-tuning: LLM learning techniques comparison - Addepto
https://addepto.com/blog/rag-vs-fine-tuning-a-comparative-analysis-of-llm-learning-techniques/
53
LLM Fine-Tuning Guide for Enterprises in 2025 - Research AIMultiple
https://research.aimultiple.com/llm-fine-tuning/
54
How to Train an LLM Using Fine-Tuning? Best Practices ... - Botscrew
https://botscrew.com/blog/how-to-train-an-llm-using-fine-tuning/
55
LLM Fine-Tuning: What It Is, Common Techniques, And More
https://www.multimodal.dev/post/llm-fine-tuning
56
Understanding Fine-Tuning in AI and ML | Databricks
https://www.databricks.com/glossary/fine-tuning
57
jatuhurrra/LLM-for-Intent-Classification: This repo contains ... - GitHub
https://github.com/jatuhurrra/LLM-for-Intent-Classification
58
How to Fine Tune LLMs for Your Documents and Data
https://blog.bisok.com/general-technology/how-to-fine-tune-llm
59
Fine-Tuning BERT for Intent Classification: From Scratch - AI Mind
https://pub.aimind.so/fine-tuning-bert-for-intent-classification-from-scratch-7e04be18b733
60
[PDF] User Intent Recognition and Satisfaction with Large Language Models
https://mediatum.ub.tum.de/doc/1735613/lzs01scxrh9m12brkxpb03r1l.2402.02136.pdf
62
Assessing the effectiveness of large language models for intent ...
https://www.sciencedirect.com/science/article/pii/S246822762500119X
64
Supervised Fine-Tuning vs. RLHF: How to Choose the Right ...
https://www.invisible.co/blog/supervised-fine-tuning-vs-rlhf-how-to-choose-the-right-approach-to-train-your-llm
65
Supervised Fine-Tuning: How to Customize Your LLM? - Toloka
https://toloka.ai/blog/supervised-fine-tuning/
66
Synthetic Text and Dialogues for LLM Fine-Tuning - FlexiBench
https://www.flexibench.io/blog/synthetic-text-and-dialogues-for-llm-fine-tuning
67
OpenLLaMA: Evaluating the Open-Source LLM on Language Tasks
https://www.width.ai/post/openllama-evaluating-the-open-source-llm-on-language-tasks
68
What are Large Language Models? | A Comprehensive LLMs Guide
https://www.elastic.co/what-is/large-language-models
69
Parameter-Efficient Fine-Tuning (PEFT): Optimizing LLMs - Kanerika
https://kanerika.com/blogs/parameter-efficient-fine-tuning/
70
Guide - Building an intent classification pipeline - Langfuse
https://langfuse.com/docs/analytics/example-intent-classification
71
Fine-Tuning OpenAI Language Models with Noisily Labeled Data
https://www.kdnuggets.com/2023/04/finetuning-openai-language-models-noisily-labeled-data.html
73
To Fine-Tune or Not Fine-Tune: Large Language Models for AI ...
https://monadical.com/posts/fine-tune-or-not-llm-ai-business-transformation.html
74
Fine-Tuning ASR Models: Key Definitions, Mechanics, and ... - Gladia
https://www.gladia.io/blog/fine-tuning-asr-models
75
Cobus Greyling's Post - LinkedIn
https://www.linkedin.com/posts/cobusgreyling_how-to-fine-tune-gpt-3-for-custom-intent-activity-7017114686466723840-uBIf
76
[PDF] UTILIZING INTENT CLASSIFICATION AND CONTEXT-BASED ...
https://oulurepo.oulu.fi/bitstream/10024/51070/1/nbnfioulu-202406285040.pdf
77
Complete Guide On Fine-Tuning LLMs using RLHF - Labellerr
https://www.labellerr.com/blog/reinforcement-learning-from-human-feedback/
79
My experience on LLM fine-tuning - Kaggle
https://www.kaggle.com/code/adeepak7/my-experience-on-llm-fine-tuning
81
Intent Detection Using LLMs - GoPenAI
https://blog.gopenai.com/intent-detection-using-llms-ba857f673260
82
Top Tools and Techniques for LLM Fine-Tuning: A Comprehensive ...
https://adasci.org/top-tools-and-techniques-for-llm-fine-tuning-a-comprehensive-guide/
83
Fine-Tuning Large Language Models - Analytics Vidhya
https://www.analyticsvidhya.com/blog/2023/08/fine-tuning-large-language-models/
84
Intent recognition and entity extraction options for your intelligent ...
https://learn.microsoft.com/en-us/power-platform/well-architected/intelligent-application/language
85
Intent Classification with BERT — Machine Learning Lecture
https://hannibunny.github.io/mlbook/transformer/intent_classification_with_bert.html
86
Cisco Warns: Fine-tuning turns LLMs into threat vectors | VentureBeat
https://venturebeat.com/ai/cisco-warns-fine-tuning-turns-llms-into-threat-vectorsstructure/
87
Large language models (LLM) and NLP: A new era of AI and ML has ...
https://fastdatascience.com/generative-ai/llm-nlp/
88
What Are Large Language Models Used For? - NVIDIA Blog
https://blogs.nvidia.com/blog/what-are-large-language-models-used-for/
89
What is a Domain-Specific LLM? Examples and Benefits - Aisera
https://aisera.com/blog/domain-specific-llm/
90
Fine-tuning LLMs for domain specific NLP tasks - Bejamas
https://bejamas.com/hub/guides/fine-tuning-llms-for-domain-specific-nlp-tasks
91
Fine-tuning Aligned Language Models Compromises Safety, Even ...
https://openreview.net/forum?id=hTEGyKf0dZ
92
What is LLM Fine-Tuning? – Everything You Need to Know [2023 ...
https://kili-technology.com/large-language-models-llms/the-ultimate-guide-to-fine-tuning-llms-2024
93
How Can LLMs Work with NLU in Chatbots? - Webio
https://www.webio.com/faq/nlu-llm-work-together-in-chatbots
94
[PDF] Multilingual Intent Detection and Key Information ... - KDD 2024
https://kdd2024.kdd.org/wp-content/uploads/2024/07/paper_25.pdf
95
Building a Custom Intent Classification GPT-3 Model For ... - Width.ai
https://www.width.ai/post/custom-intent-classification
96
LLMs vs. SLMs: The Differences in Large & Small Language Models
https://www.splunk.com/en_us/blog/learn/language-models-slm-vs-llm.html
97
[PDF] Intent Classification for Bank Chatbots through LLM Fine-Tuning
https://eurocc.nscc.sk/wp-content/uploads/2024/09/nettle_intent_clsf_en.pdf
98
Fine-Tuning OpenAI's GPT-4: A Step-by-Step Guide - DataCamp
https://www.datacamp.com/tutorial/fine-tuning-openais-gpt-4-step-by-step-guide
99
Building an LLM Stack Part 3: The art and magic of Fine-tuning
https://deepgram.com/learn/building-an-llm-stack-part-3-fine-tuning
100
Intent/entity based NLU vs. GenAI/LLM based NLU - Seasalt.ai
https://seasalt.ai/blog/73-intent-entity-based-nlu-vs-genai-llm-based-nlu/