11/8/2023 0 Comments Download jun tekkenInstructions: (1) providing only key information for tasks in a common These results, we propose two strategies to help models better leverage task Next, we propose an automatic algorithm to compress taskĭefinitions to a minimal supporting set of tokens, and find that 60\% of tokensĬan be removed while maintaining or even improving model performance. Substantially when removing contents describing the task output, in particular Task definition are most important, and find that model performance only drops We first conduct anĪblation analysis informed by human annotations to understand which parts of a The role of task definitions in instruction learning. Unclear whether models truly understand task definitions and whether the Natural language instructions to solve unseen tasks. Download a PDF of the paper titled Did You Read the Instructions? Rethinking the Effectiveness of Task Definitions in Instruction Learning, by Fan Yin and 5 other authors Download PDF Abstract: Large language models (LLMs) have shown impressive performance in following
0 Comments
Leave a Reply. |
AuthorWrite something about yourself. No need to be fancy, just an overview. ArchivesCategories |