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2505.16078
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Small Language Models in the Real World: Insights from Industrial Text Classification
21 May 2025
Lujun Li
Lama Sleem
Niccolo Gentile
Geoffrey Nichil
Radu State
LLMAG
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Papers citing
"Small Language Models in the Real World: Insights from Industrial Text Classification"
23 / 23 papers shown
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Gemma 2: Improving Open Language Models at a Practical Size
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Pier Giuseppe Sessa
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Armand Joulin
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31 Jul 2024
Small Language Models are Good Too: An Empirical Study of Zero-Shot Classification
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Thomas Gerald
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Christophe Servan
Sophie Rosset
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17 Apr 2024
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Kenji Kawaguchi
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Xavier Martinet
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18 Feb 2023
Self-Consistency Improves Chain of Thought Reasoning in Language Models
International Conference on Learning Representations (ICLR), 2022
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Jason W. Wei
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Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
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Maarten Bosma
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Alham Fikri Aji
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03 Jan 2022
NER-BERT: A Pre-trained Model for Low-Resource Entity Tagging
Zihan Liu
Feijun Jiang
Yuxiang Hu
Chen Shi
Pascale Fung
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01 Dec 2021
The Power of Scale for Parameter-Efficient Prompt Tuning
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Rami Al-Rfou
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Prefix-Tuning: Optimizing Continuous Prompts for Generation
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Language Models are Few-Shot Learners
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Benjamin Mann
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BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension
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Large-Scale Multi-Label Text Classification on EU Legislation
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Manos Fergadiotis
Prodromos Malakasiotis
Ion Androutsopoulos
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215
246
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05 Jun 2019
Evolutionary Data Measures: Understanding the Difficulty of Text Classification Tasks
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Nikolai Rozanov
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198
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BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
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Convolutional Neural Networks for Sentence Classification
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