Bowen Yu
5 أوراق في مجموعة PaperMetrix
أوراق هذا المؤلف
-
Automatic Mobile Application Traffic Identification by Convolutional Neural Networks
2016
Mobile network security and management are becoming important issues, due to the rapid development and widespread of the mobile network. Application traffic identification is a critical technology to resolve these issues. A variety of traffic …
-
Enhancing Pre-trained Chinese Character Representation with Word-aligned Attention
2019 · arXiv (Cornell University)
Most Chinese pre-trained models take character as the basic unit and learn representation according to character's external contexts, ignoring the semantics expressed in the word, which is the smallest meaningful utterance in Chinese. Hence, we …
-
Enhancing Pre-trained Chinese Character Representation with Word-aligned Attention
2020
Most Chinese pre-trained models take character as the basic unit and learn representation according to character's external contexts, ignoring the semantics expressed in the word, which is the smallest meaningful utterance in Chinese. Hence, we …
-
Extend Model Merging from Fine-Tuned to Pre-Trained Large Language Models via Weight Disentanglement
2024 · arXiv (Cornell University)
Merging Large Language Models (LLMs) aims to amalgamate multiple homologous LLMs into one with all the capabilities. Ideally, any LLMs sharing the same backbone should be mergeable, irrespective of whether they are Fine-Tuned (FT) with …
-
TPLinker: Single-stage Joint Extraction of Entities and Relations Through Token Pair Linking
2020
Extracting entities and relations from unstructured text has attracted increasing attention in recent years but remains challenging, due to the intrinsic difficulty in identifying overlapping relations with shared entities. Prior works show that joint learning …