Title
A Survey of Controllable Learning: Methods and Applications in Information Retrieval Chenglei Shen Xiao Zhang Teng Shi Changshuo Zhang Guofu Xie Jun Xu 76 5 0 03 Jan 2025
Global and Local Prompts Cooperation via Optimal Transport for Federated Learning Hongxia Li Wei Huang Jingya Wang Ye-ling Shi FedML VLM 58 19 0 29 Feb 2024
Investigating the Effectiveness of HyperTuning via Gisting Jason Phang 51 0 0 26 Feb 2024
Promptformer: Prompted Conformer Transducer for ASR Sergio Duarte Torres Arunasish Sen Aman Rana Lukas Drude Alejandro Gomez-Alanis Andreas Schwarz Leif Rädel Volker Leutnant 45 3 0 14 Jan 2024
Decomposed Prompt Tuning via Low-Rank Reparameterization Yao Xiao Lu Xu Jiaxi Li Wei Lu Xiaoli Li VLM 28 6 0 16 Oct 2023
Focus Your Attention (with Adaptive IIR Filters) Shahar Lutati Itamar Zimerman Lior Wolf 37 10 0 24 May 2023
Flatness-Aware Prompt Selection Improves Accuracy and Sample Efficiency Lingfeng Shen Weiting Tan Boyuan Zheng Daniel Khashabi VLM 50 6 0 18 May 2023
Full Scaling Automation for Sustainable Development of Green Data Centers Shiyu Wang Yinbo Sun Xiaoming Shi Shiyi Zhu Linfao Ma James Y. Zhang Yifei Zheng Jian Liu 37 8 0 01 May 2023
Multitask Prompt Tuning Enables Parameter-Efficient Transfer Learning Zhen Wang Yikang Shen Leonid Karlinsky Rogerio Feris Huan Sun Yoon Kim VLM VPVLM 49 108 0 06 Mar 2023
Visual Exemplar Driven Task-Prompting for Unified Perception in Autonomous Driving Xiwen Liang Minzhe Niu Jianhua Han Hang Xu Chunjing Xu Xiaodan Liang VLM 36 14 0 03 Mar 2023
Modular Deep Learning Jonas Pfeiffer Sebastian Ruder Ivan Vulić Edoardo Ponti MoMe OOD 41 72 0 22 Feb 2023
HINT: Hypernetwork Instruction Tuning for Efficient Zero- & Few-Shot Generalisation Hamish Ivison Akshita Bhagia Yizhong Wang Hannaneh Hajishirzi Matthew E. Peters 58 16 0 20 Dec 2022
Task Bias in Vision-Language Models Sachit Menon I. Chandratreya Carl Vondrick VLM SSL 27 6 0 08 Dec 2022
HyperTuning: Toward Adapting Large Language Models without Back-propagation Jason Phang Yi Mao Pengcheng He Weizhu Chen 46 30 0 22 Nov 2022
TEMPERA: Test-Time Prompting via Reinforcement Learning Tianjun Zhang Xuezhi Wang Denny Zhou Dale Schuurmans Joseph E. Gonzalez VLM 28 36 0 21 Nov 2022
Prompt Tuning for Parameter-efficient Medical Image Segmentation Marc Fischer Alexander Bartler Bin Yang SSeg 26 19 0 16 Nov 2022
Two-stage LLM Fine-tuning with Less Specialization and More Generalization Yihan Wang Si Si Daliang Li Michal Lukasik Felix X. Yu Cho-Jui Hsieh Inderjit S Dhillon Sanjiv Kumar 51 29 0 01 Nov 2022
HyperHawkes: Hypernetwork based Neural Temporal Point Process Manisha Dubey P. K. Srijith M. Desarkar AI4TS 123 1 0 01 Oct 2022
UL2: Unifying Language Learning Paradigms Yi Tay Mostafa Dehghani Vinh Q. Tran Xavier Garcia Jason W. Wei ... Tal Schuster H. Zheng Denny Zhou N. Houlsby Donald Metzler AI4CE 81 299 0 10 May 2022
Hyperdecoders: Instance-specific decoders for multi-task NLP Hamish Ivison Matthew E. Peters AI4CE 39 20 0 15 Mar 2022
HyperPELT: Unified Parameter-Efficient Language Model Tuning for Both Language and Vision-and-Language Tasks Zhengkun Zhang Wenya Guo Xiaojun Meng Yasheng Wang Yadao Wang Xin Jiang Qun Liu Zhenglu Yang 41 16 0 08 Mar 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 224 1,664 0 15 Oct 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 285 3,890 0 18 Apr 2021
WARP: Word-level Adversarial ReProgramming Karen Hambardzumyan Hrant Khachatrian Jonathan May AAML 254 342 0 01 Jan 2021
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 307 7,005 0 20 Apr 2018