1 code implementation • 19 Apr 2024 • Zhaodonghui Li, Haitao Yuan, Huiming Wang, Gao Cong, Lidong Bing
In order to maintain equivalence between the rewritten query and the original one during rewriting, traditional query rewrite methods always rewrite the queries following certain rewrite rules.
1 code implementation • 29 Feb 2024 • Yiran Zhao, Wenxuan Zhang, Huiming Wang, Kenji Kawaguchi, Lidong Bing
In this paper, we acknowledge the mutual reliance between task ability and language ability and direct our attention toward the gap between the target language and the source language on tasks.
1 code implementation • 17 Oct 2023 • Huiming Wang, Zhaodonghui Li, Liying Cheng, Soh De Wen, Lidong Bing
Recently, large language models (LLMs) have emerged as a groundbreaking technology and their unparalleled text generation capabilities have sparked interest in their application to the fundamental sentence representation learning task.
no code implementations • 19 May 2023 • Huiming Wang, Liying Cheng, Wenxuan Zhang, De Wen Soh, Lidong Bing
Recently, data augmentation (DA) methods have been proven to be effective for pre-trained language models (PLMs) in low-resource settings, including few-shot named entity recognition (NER).