Exploring Small Language Models with Prompt-Learning Paradigm for Efficient Domain-Specific Text Classification

26 September 2023

Papers citing "Exploring Small Language Models with Prompt-Learning Paradigm for Efficient Domain-Specific Text Classification"

6 / 6 papers shown

Title
Advancing Scientific Text Classification: Fine-Tuned Models with Dataset Expansion and Hard-Voting Z. R. K. Rostam Gábor Kertész 21 0 0 26 Apr 2025
Fine-Tuning Large Language Models for Scientific Text Classification: A Comparative Study Z. R. K. Rostam Gábor Kertész 88 3 0 27 Nov 2024
Designing Domain-Specific Large Language Models: The Critical Role of Fine-Tuning in Public Opinion Simulation Haocheng Lin ALM 19 0 0 28 Sep 2024
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 241 1,898 0 31 Dec 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 251 1,382 0 21 Jan 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 393 2,216 0 03 Sep 2019