Large Language Models Are Zero-Shot Text Classifiers

2 December 2023

Papers citing "Large Language Models Are Zero-Shot Text Classifiers"

19 / 19 papers shown

Title
Class Distillation with Mahalanobis Contrast: An Efficient Training Paradigm for Pragmatic Language Understanding Tasks Chenlu Wang Weimin Lyu Ritwik Banerjee 2 0 0 17 May 2025
Advanced Crash Causation Analysis for Freeway Safety: A Large Language Model Approach to Identifying Key Contributing Factors Ahmed S. Abdelrahman Mohamed Abdel-Aty Samgyu Yang Abdulrahman Faden 29 0 0 15 May 2025
Accelerating Antibiotic Discovery with Large Language Models and Knowledge Graphs Maxime Delmas Magdalena Wysocka Danilo Miranda Gusicuma André Freitas LM&MA 48 0 0 20 Mar 2025
Extreme Speech Classification in the Era of LLMs: Exploring Open-Source and Proprietary Models Sarthak Mahajan Nimmi Rangaswamy 53 0 0 24 Feb 2025
DiffGuard: Text-Based Safety Checker for Diffusion Models Massine El Khader Elias Al Bouzidi Abdellah Oumida Mohammed Sbaihi Eliott Binard Jean-Philippe Poli Wassila Ouerdane Boussad Addad Katarzyna Kapusta DiffM 116 0 0 20 Feb 2025
Do we still need Human Annotators? Prompting Large Language Models for Aspect Sentiment Quad Prediction Nils Constantin Hellwig Jakob Fehle Udo Kruschwitz Christian Wolff AI4MH 46 0 0 18 Feb 2025
Improving Natural Language Understanding for LLMs via Large-Scale Instruction Synthesis Lin Yuan Jun Xu Honghao Gui Mengshu Sun Qing Cui Lei Liang Jun Zhou AI4CE 231 0 0 06 Feb 2025
Sparse Attention Vectors: Generative Multimodal Model Features Are Discriminative Vision-Language Classifiers Chancharik Mitra Brandon Huang Tianning Chai Zhiqiu Lin Assaf Arbelle Rogerio Feris Leonid Karlinsky Trevor Darrell Deva Ramanan Roei Herzig VLM 134 4 0 28 Nov 2024
SynCo: Synthetic Hard Negatives in Contrastive Learning for Better Unsupervised Visual Representations Nikolaos Giakoumoglou Tania Stathaki SSL 46 2 0 03 Oct 2024
Unlocking Memorization in Large Language Models with Dynamic Soft Prompting Zhepeng Wang Runxue Bao Yawen Wu Jackson Taylor Cao Xiao Feng Zheng Weiwen Jiang Shangqian Gao Yanfu Zhang PILM 39 7 0 20 Sep 2024
Active Learning for Identifying Disaster-Related Tweets: A Comparison with Keyword Filtering and Generic Fine-Tuning David Hanny Sebastian Schmidt Bernd Resch 23 2 0 19 Aug 2024
LLMGeo: Benchmarking Large Language Models on Image Geolocation In-the-wild Zhiqiang Wang Dejia Xu Rana Muhammad Shahroz Khan Yanbin Lin Zhiwen Fan Xingquan Zhu 38 2 0 30 May 2024
Evaluation of an LLM in Identifying Logical Fallacies: A Call for Rigor When Adopting LLMs in HCI Research Gionnieve Lim S. Perrault 30 4 0 08 Apr 2024
Instances Need More Care: Rewriting Prompts for Instances with LLMs in the Loop Yields Better Zero-Shot Performance Saurabh Srivastava Chengyue Huang Weiguo Fan Ziyu Yao LLMAG 28 5 0 03 Oct 2023
The crime of being poor Georgina Curto S. Kiritchenko I. Nejadgholi Kathleen C. Fraser 20 2 0 24 Mar 2023
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 328 4,077 0 24 May 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 314 3,273 0 21 Mar 2022
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 243 1,924 0 31 Dec 2020
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 255 13,368 0 25 Aug 2014