Title
Learning Optimal Prompt Ensemble for Multi-source Visual Prompt Transfer Enming Zhang Liwen Cao Yanru Wu Zijie Zhao Guan Wang Yang Li 52 0 0 09 Apr 2025
Parameter-Efficient Fine-Tuning in Large Models: A Survey of Methodologies L. Wang Sheng Chen Linnan Jiang Shu Pan Runze Cai Sen Yang Fei Yang 49 3 0 24 Oct 2024
PACE: Marrying generalization in PArameter-efficient fine-tuning with Consistency rEgularization Yao Ni Shan Zhang Piotr Koniusz 148 2 0 25 Sep 2024
Emergence of a High-Dimensional Abstraction Phase in Language Transformers Emily Cheng Diego Doimo Corentin Kervadec Iuri Macocco Jade Yu A. Laio Marco Baroni 112 11 0 24 May 2024
Distilling Reasoning Ability from Large Language Models with Adaptive Thinking Xiao Chen Sihang Zhou K. Liang Xinwang Liu ReLM LRM 37 2 0 14 Apr 2024
UniMEEC: Towards Unified Multimodal Emotion Recognition and Emotion Cause Guimin Hu Zhihong Zhu Daniel Hershcovich Hasti Seifi Jiayuan Xie 27 7 0 30 Mar 2024
A Scalable and Adaptive System to Infer the Industry Sectors of Companies: Prompt + Model Tuning of Generative Language Models Le-le Cao Vilhelm von Ehrenheim Astrid Berghult Cecilia Henje Richard Anselmo Stahl Joar Wandborg S. Stan Armin Catovic Erik Ferm Hannes Ingelhag 14 4 0 05 Jun 2023
TaskWeb: Selecting Better Source Tasks for Multi-task NLP Joongwon Kim Akari Asai Gabriel Ilharco Hannaneh Hajishirzi 29 11 0 22 May 2023
Black-box Prompt Tuning with Subspace Learning Yuanhang Zheng Zhixing Tan Peng Li Yang Liu VLM 51 9 0 04 May 2023
VPGTrans: Transfer Visual Prompt Generator across LLMs Ao Zhang Hao Fei Yuan Yao Wei Ji Li Li Zhiyuan Liu Tat-Seng Chua MLLM VLM 27 85 0 02 May 2023
Multimodal Grounding for Embodied AI via Augmented Reality Headsets for Natural Language Driven Task Planning Selma Wanna Fabian Parra R. Valner Karl Kruusamäe Mitch Pryor LM&Ro 26 2 0 26 Apr 2023
Global Prompt Cell: A Portable Control Module for Effective Prompt Tuning Chi-Liang Liu Hao Wang Nuwa Xi Sendong Zhao Bing Qin VLM 16 1 0 12 Apr 2023
Multitask Prompt Tuning Enables Parameter-Efficient Transfer Learning Zhen Wang Rameswar Panda Leonid Karlinsky Rogerio Feris Huan Sun Yoon Kim VLM VPVLM 21 107 0 06 Mar 2023
Can discrete information extraction prompts generalize across language models? Nathanaël Carraz Rakotonirina Roberto Dessì Fabio Petroni Sebastian Riedel Marco Baroni 28 7 0 20 Feb 2023
LabelPrompt: Effective Prompt-based Learning for Relation Classification Wenbo Zhang Xiaoning Song Zhenhua Feng Tianyang Xu Xiaojun Wu VLM 35 4 0 16 Feb 2023
One Model for All Domains: Collaborative Domain-Prefix Tuning for Cross-Domain NER Xiang Chen Lei Li Q. Fei Ningyu Zhang Chuanqi Tan Yong-jia Jiang Fei Huang Huajun Chen 26 23 0 25 Jan 2023
HyperTuning: Toward Adapting Large Language Models without Back-propagation Jason Phang Yi Mao Pengcheng He Weizhu Chen 16 30 0 22 Nov 2022
Evaluating Parameter Efficient Learning for Generation Peng-Tao Xu M. Patwary Shrimai Prabhumoye Virginia Adams R. Prenger Ming-Yu Liu Nayeon Lee M. Shoeybi Bryan Catanzaro MoE 33 3 0 25 Oct 2022
Efficiently Enhancing Zero-Shot Performance of Instruction Following Model via Retrieval of Soft Prompt Seonghyeon Ye Joel Jang Doyoung Kim Yongrae Jo Minjoon Seo VLM 31 2 0 06 Oct 2022
PANDA: Prompt Transfer Meets Knowledge Distillation for Efficient Model Adaptation Qihuang Zhong Liang Ding Juhua Liu Bo Du Dacheng Tao VLM CLL 29 41 0 22 Aug 2022
SPoT: Better Frozen Model Adaptation through Soft Prompt Transfer Tu Vu Brian Lester Noah Constant Rami Al-Rfou Daniel Cer VLM LRM 137 277 0 15 Oct 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,848 0 18 Apr 2021
WARP: Word-level Adversarial ReProgramming Karen Hambardzumyan Hrant Khachatrian Jonathan May AAML 254 342 0 01 Jan 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 241 1,919 0 31 Dec 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 258 1,589 0 21 Jan 2020
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,959 0 20 Apr 2018