Search Results for author: Xinyu Lu

Found 6 papers, 3 papers with code

SoFA: Shielded On-the-fly Alignment via Priority Rule Following

no code implementations27 Feb 2024 Xinyu Lu, Bowen Yu, Yaojie Lu, Hongyu Lin, Haiyang Yu, Le Sun, Xianpei Han, Yongbin Li

The alignment problem in Large Language Models (LLMs) involves adapting them to the broad spectrum of human values.

Principled and Efficient Transfer Learning of Deep Models via Neural Collapse

no code implementations23 Dec 2022 Xiao Li, Sheng Liu, Jinxin Zhou, Xinyu Lu, Carlos Fernandez-Granda, Zhihui Zhu, Qing Qu

As model size continues to grow and access to labeled training data remains limited, transfer learning has become a popular approach in many scientific and engineering fields.

Data Augmentation Self-Supervised Learning +1

Dynamically Retrieving Knowledge via Query Generation for Informative Dialogue Generation

no code implementations30 Jul 2022 Zhongtian Hu, Lifang Wang, Yangqi Chen, Yushuang Liu, Ronghan Li, Meng Zhao, Xinyu Lu, Zejun Jiang

To solve this problem, we design a knowledge-driven dialog system named DRKQG (Dynamically Retrieving Knowledge via Query Generation for informative dialog response).

Dialogue Generation Response Generation

Chinese Lexical Simplification

1 code implementation14 Oct 2020 Jipeng Qiang, Xinyu Lu, Yun Li, Yunhao Yuan, Yang Shi, Xindong Wu

Lexical simplification has attracted much attention in many languages, which is the process of replacing complex words in a given sentence with simpler alternatives of equivalent meaning.

Language Modelling Lexical Simplification +1

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