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

Author:

Ni Jingwei,Jin Zhijing,Wang Qian,Sachan Mrinmaya,Leippold Markus

Publisher

Elsevier BV

Subject

General Earth and Planetary Sciences,General Environmental Science

Reference43 articles.

1. Muppet: Massive multi-task representations with pre-finetuning;Armen Aghajanyan;Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing,2021

2. Language models are few-shot learners;Tom Brown;Advances in Neural Information Processing Systems,1997

3. Numeral attachment with auxiliary tasks;Chung-Chi Chen;Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR'19,2019

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