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BitFit: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models

Annual Meeting of the Association for Computational Linguistics (ACL), 2021

18 June 2021

Papers citing "BitFit: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models"

50 / 959 papers shown

Title
CrossEarth-Gate: Fisher-Guided Adaptive Tuning Engine for Efficient Adaptation of Cross-Domain Remote Sensing Semantic Segmentation Shilei Cao Ziyang Gong Hehai Lin Yang Liu Jiashun Cheng ... C. Qin Hong Cheng Xue Yang Juepeng Zheng Haohuan Fu 136 0 0 25 Nov 2025
ILoRA: Federated Learning with Low-Rank Adaptation for Heterogeneous Client Aggregation Junchao Zhou Junkang Liu Fanhua Shang 117 0 0 20 Nov 2025
Zero-Training Task-Specific Model Synthesis for Few-Shot Medical Image Classification Yao Qin Yangyang Yan YuanChao Yang Jinhua Pang Huanyong Bi Yuan Liu HaiHua Wang MedIm 84 0 0 18 Nov 2025
Explore How to Inject Beneficial Noise in MLLMs Ruishu Zhu Sida Huang Ziheng Jiao Hongyuan Zhang 76 2 0 17 Nov 2025
MSLoRA: Multi-Scale Low-Rank Adaptation via Attention Reweighting Xu Yang Gady Agam 70 0 0 16 Nov 2025
Remodeling Semantic Relationships in Vision-Language Fine-Tuning Xiangyang Wu Liu Liu Baosheng Yu J. Qiu Zhenwei Shi 42 0 0 11 Nov 2025
Magnitude-Modulated Equivariant Adapter for Parameter-Efficient Fine-Tuning of Equivariant Graph Neural Networks Dian Jin Yancheng Yuan Xiaoming Tao 118 0 0 10 Nov 2025
Implicit Federated In-context Learning For Task-Specific LLM Fine-Tuning Dongcheng Li Junhan Chen Aoxiang Zhou Chunpei Li Youquan Xian Peng Liu Xianxian Li FedML 210 0 0 10 Nov 2025
MoRA: Missing Modality Low-Rank Adaptation for Visual Recognition Shu Zhao Nilesh A. Ahuja Tan Yu Tianyi Shen V. Narayanan VLM 56 0 0 09 Nov 2025
Decoupled Multi-Predictor Optimization for Inference-Efficient Model Tuning Liwei Luo Shuaitengyuan Li Dongwei Ren Qilong Wang Pengfei Zhu Qinghua Hu 80 0 0 05 Nov 2025
LoRA-Edge: Tensor-Train-Assisted LoRA for Practical CNN Fine-Tuning on Edge Devices Hyunseok Kwak Kyeongwon Lee Jae-Jin Lee Woojoo Lee 104 0 0 05 Nov 2025
Adaptation of Foundation Models for Medical Image Analysis: Strategies, Challenges, and Future Directions Karma Phuntsho Abdullah Kyungmi Lee Ickjai Lee Euijoon Ahn MedIm AI4CE 108 0 0 03 Nov 2025
Languages are Modalities: Cross-Lingual Alignment via Encoder Injection Rajan Agarwal Aarush Gupta 98 0 0 31 Oct 2025
FPS: Feedforward-based Parameter Selection For Efficient Fine-Tuning Kenneth Yang Wen-Li Wei Jen-Chun Lin 64 0 0 31 Oct 2025
From Cross-Task Examples to In-Task Prompts: A Graph-Based Pseudo-Labeling Framework for In-context Learning Zihan Chen Song Wang Xingbo Fu Chengshuai Shi Zhenyu Lei Cong Shen Jundong Li 88 1 0 28 Oct 2025
A Parameter-Efficient Multi-Scale Convolutional Adapter for Synthetic Speech Detection Yassine El Kheir Fabian Ritter-Guttierez Arnab Das Tim Polzehl Sebastian Möller 60 0 0 28 Oct 2025
Finding Culture-Sensitive Neurons in Vision-Language Models Xiutian Zhao Rochelle Choenni Rohit Saxena Ivan Titov VLM 198 0 0 28 Oct 2025
Kernelized Sparse Fine-Tuning with Bi-level Parameter Competition for Vision Models Shufan Shen Junshu Sun Shuhui Wang Qingming Huang 88 0 0 28 Oct 2025
Low-Resource Dialect Adaptation of Large Language Models: A French Dialect Case-Study Eeham Khan Firas Saidani Owen Van Esbroeck Richard Khoury Leila Kosseim 120 0 0 26 Oct 2025
SALSA: Single-pass Autoregressive LLM Structured Classification Ruslan Berdichevsky Shai Nahum-Gefen Elad Ben Zaken 100 0 0 26 Oct 2025
Neural Diversity Regularizes Hallucinations in Language Models Kushal Chakrabarti Nirmal Balachundhar 72 0 0 23 Oct 2025
Latent Space Factorization in LoRA Shashi Kumar Yacouba Kaloga John Mitros P. Motlícek Ina Kodrasi 60 0 0 22 Oct 2025
VeFA: Vector-Based Feature Space Adaptation for Robust Model Fine-Tuning Peng Wang Minghao Gu Qiang Huang 61 0 0 22 Oct 2025
NeuroAda: Activating Each Neuron's Potential for Parameter-Efficient Fine-Tuning Zhi Zhang Yixian Shen Congfeng Cao Ekaterina Shutova 112 0 0 21 Oct 2025
ScaleNet: Scaling up Pretrained Neural Networks with Incremental Parameters Zhiwei Hao Jianyuan Guo Li Shen Kai Han Yehui Tang Han Hu Yunhe Wang 147 0 0 21 Oct 2025
Contextual Attention Modulation: Towards Efficient Multi-Task Adaptation in Large Language Models Dayan Pan Zhaoyang Fu Jingyuan Wang Xiao Han Yue Zhu Xiangyu Zhao KELM CLL 88 0 0 20 Oct 2025
QeRL: Beyond Efficiency -- Quantization-enhanced Reinforcement Learning for LLMs Wei Huang Y. Ge S. Yang Yicheng Xiao Huizi Mao ... Hongxu Yin Yao Lu Xiaojuan Qi Song Han Yukang Chen OffRL 74 0 0 13 Oct 2025
Long Exposure: Accelerating Parameter-Efficient Fine-Tuning for LLMs under Shadowy SparsityInternational Conference for High Performance Computing, Networking, Storage and Analysis (SC), 2024 Tuowei Wang Kun Li Zixu Hao Donglin Bai Ju Ren Yaoxue Zhang Ting Cao M. Yang 100 4 0 12 Oct 2025
Tracking the Spatiotemporal Evolution of Landslide Scars Using a Vision Foundation Model: A Novel and Universal Framework Meijun Zhou Gang Mei Zhengjing Ma N. Xu Jianbing Peng 69 0 0 11 Oct 2025
FedQS: Optimizing Gradient and Model Aggregation for Semi-Asynchronous Federated Learning Yunbo Li Jiaping Gui Zhihang Deng Fanchao Meng Yue Wu FedML 239 2 0 09 Oct 2025
SliceFine: The Universal Winning-Slice Hypothesis for Pretrained Networks Md. Kowsher Ali O. Polat Ehsan Mohammady Ardehaly Mehrdad Salehi Zia Ghiasi Prasanth Murali Chen Chen 134 0 0 09 Oct 2025
AILoRA: Function-Aware Asymmetric Initialization for Low-Rank Adaptation of Large Language Models Xiaoshuang Ji Zhendong Zhao Xiaoyan Gu Xiaojun Chen Xin Zhao Zeyao Liu 68 0 0 09 Oct 2025
Mitigating Forgetting Between Supervised and Reinforcement Learning Yields Stronger Reasoners Xiangchi Yuan Xiang Chen Tong Yu Dachuan Shi Can Jin Wenke Lee Saayan Mitra CLL OffRL ReLM LRM 114 0 0 06 Oct 2025
FT-MDT: Extracting Decision Trees from Medical Texts via a Novel Low-rank Adaptation Method Yuheng Li Jiechao Gao Wei Han Wenwen Ouyang Wei Zhu Hui Yi Leong OffRL AI4CE 194 1 0 06 Oct 2025
Task-Level Contrastiveness for Cross-Domain Few-Shot Learning Kristi Topollai A. Choromańska 92 0 0 03 Oct 2025
Deep Generative Continual Learning using Functional LoRA: FunLoRA Victor Enescu Hichem Sahbi 176 0 0 03 Oct 2025
GLAI: GreenLightningAI for Accelerated Training through Knowledge Decoupling Jose I. Mestre Alberto Fernández-Hernández Cristian Pérez-Corral Manuel F. Dolz Jose Duato Enrique S. Quintana-Ortí 125 0 0 01 Oct 2025
Multimodal Large Language Models Meet Multimodal Emotion Recognition and Reasoning: A Survey Yuntao Shou Tao Meng Wei Ai Keqin Li LRM 130 3 0 29 Sep 2025
F-Adapter: Frequency-Adaptive Parameter-Efficient Fine-Tuning in Scientific Machine Learning H. Zhang Chun Kang Yan Wang Difan Zou 169 0 0 27 Sep 2025
Task-Adaptive Parameter-Efficient Fine-Tuning for Weather Foundation Models S. Cao Hehai Lin Jiashun Cheng Yang Liu Guowen Li ... Mengxuan Chen Meng Jin C. Qin Hong Cheng Haohuan Fu 76 1 0 26 Sep 2025
Adaptive Policy Backbone via Shared Network Bumgeun Park Donghwan Lee OffRL OnRL 136 0 0 26 Sep 2025
Fine-tuning of Large Language Models for Domain-Specific Cybersecurity Knowledge Yuan Huang 72 0 0 25 Sep 2025
Federated Domain Generalization with Domain-specific Soft Prompts Generation Jianhan Wu Xiaoyang Qu Zhangcheng Huang Jianzong Wang FedML 154 0 0 25 Sep 2025
HyperAdapt: Simple High-Rank Adaptation Abel Gurung Joseph Campbell 119 0 0 23 Sep 2025
Parameter-Efficient Multi-Task Learning via Progressive Task-Specific Adaptation Neeraj Gangwar A. Rangi Rishabh Deshmukh Holakou Rahmanian Yesh Dattatreya N. Kani MoMe 116 0 0 23 Sep 2025
TASO: Task-Aligned Sparse Optimization for Parameter-Efficient Model Adaptation Daiye Miao Yufang Liu Jie Wang Changzhi Sun Yunke Zhang Demei Yan Shaokang Dong Qi Zhang Man Lan 60 0 0 22 Sep 2025
COLA: Context-aware Language-driven Test-time AdaptationIEEE Transactions on Image Processing (IEEE TIP), 2025 Aiming Zhang Tianyuan Yu Liang Bai Jun Tang Yanming Guo Yirun Ruan Yun Zhou Zhihe Lu TTA VLM 198 0 0 22 Sep 2025
BEFT: Bias-Efficient Fine-Tuning of Language Models Baichuan Huang Ananth Balashankar Amir Aminifar 80 0 0 19 Sep 2025
Latent Traits and Cross-Task Transfer: Deconstructing Dataset Interactions in LLM Fine-tuningJoint Conference on Lexical and Computational Semantics (*SEM), 2025 Shambhavi Krishna Atharva Naik Chaitali Agarwal Sudharshan Govindan Taesung Lee Haw-Shiuan Chang 115 0 0 17 Sep 2025
LadderSym: A Multimodal Interleaved Transformer for Music Practice Error Detection Benjamin Shiue-Hal Chou Purvish Jajal Nick Eliopoulos James C. Davis George K. Thiruvathukal Kristen Yeon-Ji Yun Yung-Hsiang Lu 76 0 0 16 Sep 2025