When Does Aggregating Multiple Skills with Multi-Task Learning Work? A Case Study in Financial NLP

23 May 2023

Papers citing "When Does Aggregating Multiple Skills with Multi-Task Learning Work? A Case Study in Financial NLP"

5 / 5 papers shown

Title
Identifying Task Groupings for Multi-Task Learning Using Pointwise V-Usable Information Yingya Li Timothy A. Miller Steven Bethard G. Savova 21 0 0 16 Oct 2024
PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance Qianqian Xie Weiguang Han Xiao Zhang Yanzhao Lai Min Peng Alejandro Lopez-Lira Jimin Huang ALM 10 135 0 08 Jun 2023
Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models Oana Ignat Zhijing Jin Artem Abzaliev Laura Biester Santiago Castro ... Verónica Pérez-Rosas Siqi Shen Zekun Wang Winston Wu Rada Mihalcea LRM 29 6 0 21 May 2023
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 213 1,656 0 15 Oct 2021
Efficiently Identifying Task Groupings for Multi-Task Learning Christopher Fifty Ehsan Amid Zhe Zhao Tianhe Yu Rohan Anil Chelsea Finn 201 238 1 10 Sep 2021