Open, Closed, or Small Language Models for Text Classification?

Open, Closed, or Small Language Models for Text Classification?

19 August 2023

Zachary Yang

Kellin Pelrine

Jean Francois Godbout

Reihaneh Rabbany

Papers citing "Open, Closed, or Small Language Models for Text Classification?"

18 / 18 papers shown

Title
A Transformer-based Autoregressive Decoder Architecture for Hierarchical Text Classification Younes Yousef Lukas Galke A. Scherp 51 0 0 23 Jan 2025
Suicide Risk Assessment on Social Media with Semi-Supervised Learning Max Lovitt Haotian Ma Song Wang Yifan Peng AI4MH 78 0 0 18 Nov 2024
Harmful YouTube Video Detection: A Taxonomy of Online Harm and MLLMs as Alternative Annotators Claire Jo Miki Wesołowska Magdalena Wojcieszak 32 5 0 06 Nov 2024
Data-Centric AI Governance: Addressing the Limitations of Model-Focused Policies Ritwik Gupta Leah Walker Rodolfo Corona Stephanie Fu Suzanne Petryk Janet Napolitano Trevor Darrell Andrew W. Reddie ELM 43 3 0 25 Sep 2024
Leveraging Open-Source Large Language Models for Native Language Identification Yee Man Ng Ilia Markov 35 1 0 15 Sep 2024
Web Retrieval Agents for Evidence-Based Misinformation Detection Jacob-Junqi Tian Hao Yu Yury Orlovskiy Tyler Vergho Mauricio Rivera Mayank Goel Zachary Yang Jean-Francois Godbout Reihaneh Rabbany Kellin Pelrine LLMAG OffRL 43 4 0 15 Aug 2024
Automated Text Scoring in the Age of Generative AI for the GPU-poor C. Ormerod Alexander Kwako 46 2 0 02 Jul 2024
Detection of Conspiracy Theories Beyond Keyword Bias in German-Language Telegram Using Large Language Models Milena Pustet Elisabeth Steffen Helena Mihaljević 47 3 0 27 Apr 2024
LlamBERT: Large-scale low-cost data annotation in NLP Bálint Csanády Lajos Muzsai Péter Vedres Zoltán Nádasdy András Lukács 56 6 0 23 Mar 2024
LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models Yaowei Zheng Richong Zhang Junhao Zhang Yanhan Ye Zheyan Luo Zhangchi Feng Yongqiang Ma 55 401 0 20 Mar 2024
Efficiency at Scale: Investigating the Performance of Diminutive Language Models in Clinical Tasks Niall Taylor U. Ghose Omid Rohanian Mohammadmahdi Nouriborji Andrey Kormilitzin David Clifton A. Nevado-Holgado LM&MA ALM 31 6 0 16 Feb 2024
ScamSpot: Fighting Financial Fraud in Instagram Comments Stefan Erben Andreas Waldis 26 1 0 14 Feb 2024
GPTs Are Multilingual Annotators for Sequence Generation Tasks Juhwan Choi Eunju Lee Kyohoon Jin Youngbin Kim 25 10 0 08 Feb 2024
Best Practices for Text Annotation with Large Language Models Petter Törnberg 67 20 0 05 Feb 2024
APT-Pipe: A Prompt-Tuning Tool for Social Data Annotation using ChatGPT Yiming Zhu Zhizhuo Yin Gareth Tyson Ehsan-ul Haq Lik-Hang Lee Pan Hui ALM 43 6 0 24 Jan 2024
Comparing GPT-4 and Open-Source Language Models in Misinformation Mitigation Tyler Vergho Jean-Francois Godbout Reihaneh Rabbany Kellin Pelrine 26 9 0 12 Jan 2024
Towards Reliable Misinformation Mitigation: Generalization, Uncertainty, and GPT-4 Kellin Pelrine Anne Imouza Camille Thibault Meilina Reksoprodjo Caleb Gupta J. Christoph Jean-François Godbout Reihaneh Rabbany UQLM AI4CE 25 35 0 24 May 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 375 12,081 0 04 Mar 2022