LLM Task Interference: An Initial Study on the Impact of Task-Switch in
Conversational History

LLM Task Interference: An Initial Study on the Impact of Task-Switch in Conversational History

28 February 2024

Mark J. F. Gales

Mario Fritz

Papers citing "LLM Task Interference: An Initial Study on the Impact of Task-Switch in Conversational History"

9 / 9 papers shown

Title
Vision-Speech Models: Teaching Speech Models to Converse about Images Amélie Royer Moritz Böhle Gabriel de Marmiesse Laurent Mazaré Neil Zeghidour Alexandre Défossez P. Pérez AuLLM VLM 84 0 0 19 Mar 2025
Cognitive Overload Attack:Prompt Injection for Long Context Bibek Upadhayay Vahid Behzadan Amin Karbasi AAML 28 2 0 15 Oct 2024
Leveraging Large Language Models for Integrated Satellite-Aerial-Terrestrial Networks: Recent Advances and Future Directions Shumaila Javaid R. A. Khalil Nasir Saeed Bin He Mohamed-Slim Alouini 32 8 0 05 Jul 2024
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 203 2,232 0 22 Mar 2023
Transformers generalize differently from information stored in context vs in weights Stephanie C. Y. Chan Ishita Dasgupta Junkyung Kim D. Kumaran Andrew Kyle Lampinen Felix Hill 98 45 0 11 Oct 2022
SGD-X: A Benchmark for Robust Generalization in Schema-Guided Dialogue Systems Harrison Lee Raghav Gupta Abhinav Rastogi Yuan Cao Bin Zhang Yonghui Wu 64 29 0 13 Oct 2021
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity Yao Lu Max Bartolo Alastair Moore Sebastian Riedel Pontus Stenetorp AILaw LRM 274 1,114 0 18 Apr 2021
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 275 1,296 0 17 Jan 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 241 1,898 0 31 Dec 2020