Tag-LLM: Repurposing General-Purpose LLMs for Specialized Domains

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Tag-LLM: Repurposing General-Purpose LLMs for Specialized Domains

6 February 2024

Neil Tenenholtz

David Alvarez-Melis

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Papers citing "Tag-LLM: Repurposing General-Purpose LLMs for Specialized Domains"

16 / 16 papers shown

Title
OmniScience: A Domain-Specialized LLM for Scientific Reasoning and Discovery Vignesh Prabhakar Md Amirul Islam Adam Atanas Yansen Wang J. N. Han ... Rucha Apte Robert Clark Kang Xu Zihan Wang Kai Liu LRM 208 5 0 22 Mar 2025
Autoware.Flex: Human-Instructed Dynamically Reconfigurable Autonomous Driving Systems Ziwei Song Mingsong Lv Tianchi Ren Chun Jason Xue Jen-Ming Wu Nan Guan 152 0 0 17 Feb 2025
Specialized Foundation Models Struggle to Beat Supervised Baselines Zongzhe Xu Ritvik Gupta Wenduo Cheng Alexander Shen Junhong Shen Ameet Talwalkar M. Khodak AI4CE 105 9 0 05 Nov 2024
Otter-Knowledge: benchmarks of multimodal knowledge graph representation learning from different sources for drug discovery Hoang Thanh Lam M. Sbodio Marcos Martínez Galindo Mykhaylo Zayats Raúl Fernández-Díaz Víctor Valls Gabriele Picco Cesar Berrospi Ramis V. López 44 8 0 22 Jun 2023
Cross-Modal Fine-Tuning: Align then Refine Junhong Shen Liam Li Lucio Dery Corey Staten M. Khodak Graham Neubig Ameet Talwalkar 62 41 0 11 Feb 2023
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model BigScience Workshop : Teven Le Scao Angela Fan Christopher Akiki ... Zhongli Xie Zifan Ye M. Bras Younes Belkada Thomas Wolf VLM 408 2,393 0 09 Nov 2022
Solving Quantitative Reasoning Problems with Language Models Aitor Lewkowycz Anders Andreassen David Dohan Ethan Dyer Henryk Michalewski ... Theo Gutman-Solo Yuhuai Wu Behnam Neyshabur Guy Gur-Ari Vedant Misra ReLM ELM LRM 181 859 0 29 Jun 2022
A Survey of Controllable Text Generation using Transformer-based Pre-trained Language Models Hanqing Zhang Haolin Song Shaoyu Li Ming Zhou Dawei Song 89 227 0 14 Jan 2022
Few-shot Learning with Multilingual Language Models Xi Lin Todor Mihaylov Mikel Artetxe Tianlu Wang Shuohui Chen ... Luke Zettlemoyer Zornitsa Kozareva Mona T. Diab Ves Stoyanov Xian Li BDL ELM LRM 121 309 0 20 Dec 2021
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 355 1,709 0 15 Oct 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 589 4,093 0 18 Apr 2021
Prefix-Tuning: Optimizing Continuous Prompts for Generation Xiang Lisa Li Percy Liang 252 4,305 0 01 Jan 2021
Beyond English-Centric Multilingual Machine Translation Angela Fan Shruti Bhosale Holger Schwenk Zhiyi Ma Ahmed El-Kishky ... Vitaliy Liptchinsky Sergey Edunov Edouard Grave Michael Auli Armand Joulin LRM 94 858 0 21 Oct 2020
CoCon: A Self-Supervised Approach for Controlled Text Generation Alvin Chan Yew-Soon Ong B. Pung Aston Zhang Jie Fu 70 86 0 05 Jun 2020
Plug and Play Language Models: A Simple Approach to Controlled Text Generation Sumanth Dathathri Andrea Madotto Janice Lan Jane Hung Eric Frank Piero Molino J. Yosinski Rosanne Liu KELM 151 979 0 04 Dec 2019
CTRL: A Conditional Transformer Language Model for Controllable Generation N. Keskar Bryan McCann Lav Varshney Caiming Xiong R. Socher AI4CE 132 1,239 0 11 Sep 2019