Prompt Algebra for Task Composition

Prompt Algebra for Task Composition

1 June 2023

Pramuditha Perera

Matthew Trager

Alessandro Achille

Papers citing "Prompt Algebra for Task Composition"

10 / 10 papers shown

Title
Not Only Text: Exploring Compositionality of Visual Representations in Vision-Language Models Davide Berasi Matteo Farina Massimiliano Mancini Elisa Ricci Nicola Strisciuglio CoGe 68 0 0 21 Mar 2025
PICASO: Permutation-Invariant Context Composition with State Space Models Tian Yu Liu Alessandro Achille Matthew Trager Aditya Golatkar L. Zancato Stefano Soatto LRM 62 0 0 24 Feb 2025
Superpose Singular Features for Model Merging Haiquan Qiu You Wu Quanming Yao MoMe 48 0 0 15 Feb 2025
Experimental Design for Active Transductive Inference in Large Language Models Subhojyoti Mukherjee Anusha Lalitha Aniket Deshmukh Ge Liu Yifei Ma B. Kveton LRM 43 1 0 12 Apr 2024
The Linear Representation Hypothesis and the Geometry of Large Language Models Kiho Park Yo Joong Choe Victor Veitch LLMSV MILM 40 140 0 07 Nov 2023
Uncovering Meanings of Embeddings via Partial Orthogonality Yibo Jiang Bryon Aragam Victor Veitch 23 15 0 26 Oct 2023
CLIP model is an Efficient Continual Learner Vishal G. Thengane Salman Khan Munawar Hayat Fahad Shahbaz Khan BDL VLM CLL 112 46 0 06 Oct 2022
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,858 0 18 Apr 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 334 3,708 0 11 Feb 2021
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 284 31,267 0 16 Jan 2013